C Stack Error in step_impute_knn #1517
Description
Hi, I have a workflow that would run successfully with recipes 1.1.0, but in 1.3.1 I get a C stack error (Error: C stack usage 7970048 is too close to the limit) with step_impute_knn. I have >200 predictor variables, so I imagine the formula(s) that may be used are quite long which makes me wonder if this is somehow related to #1279? I've tried creating a reprex using simulated data but I can't seem to get the same error even when I create 1000 factor variables with missingness. That being said, here is what my inputs look like:
Rows: 2,503
Columns: 226
$ baseline_adrenal_insufficiency_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_arthralgia_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_autoimmune_anaemia_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_encephalitis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_hyperthyroidism_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_hypopituitarism_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_hypothyroidism_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immune_mediated_colitis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immune_mediated_hepatitis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immune_mediated_hypophysitis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immune_mediated_nephritis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immune_mediated_pneumonitis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immune_mediated_skin_reaction_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immune_mediated_thrombocytopenia_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_myalgia_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_myocarditis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_myositis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,…
$ baseline_neuropathy_peripheral_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_pancreatitis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,…
$ baseline_pericarditis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_thyroiditis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_type_1_diabetes_mellitus_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_uveitis_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_encephalopathy_imae <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_gender_demog <chr> "Male", "Female", "Male", "Male", "Male", "Female", "Male", "Male", "Male", "Male", "Male", "Male", "Fe…
$ baseline_race_demog <chr> "White", "White", "White", "White", "White", "White", "White", "White", "White", "White", "White", "Whi…
$ baseline_ethnicity_demog <chr> "Not Hispanic or Latino", "Not Hispanic or Latino", "Not Hispanic or Latino", "Not Hispanic or Latino",…
$ baseline_age_at_index_demog <int> 72, 116, 118, 67, 115, 46, 34, 117, 64, 71, 115, 63, 37, 65, 117, 60, 36, 52, 115, 70, 55, 116, 115, 11…
$ baseline_treatment_setting_demog <chr> "Community", "Community", "Community", "Academic", "Community", "Community", "Academic", "Community", "…
$ baseline_region_demog <chr> "South", "South", NA, "South", "South", "Northeast", "South", "South", "South", "South", "South", "Sout…
$ baseline_smoking_demog <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ baseline_sarcopenia_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_low_muscle_mass_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_interstitial_lung_diseases_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_asthma_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_allergies_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_hypertension_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE,…
$ baseline_vit_d_defeciency_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_anemia_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, …
$ baseline_hiv_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_ckd_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_leukemia_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_lymphoma_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_alzheimers_dementia_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_hemiplegia_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_mi_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_chf_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,…
$ baseline_copd_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_auto_immune_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_connective_tissue_disease_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_metastatic_tumor_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_pvd_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_cvd_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, TRUE, FALSE, F…
$ baseline_ulcer_disease_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_other_primary_malignancy_comorbidity <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_liver_disease_comorbidity <chr> "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None",…
$ baseline_diabetes_comorbidity <chr> "Diabetes w out CC", "None", "None", "None", "Diabetes w out CC", "None", "None", "Diabetes w out CC", …
$ baseline_BMI_vital <dbl> 29.48097, 21.77112, 21.68163, 32.00000, 25.11272, NA, 28.46749, 29.92469, 41.47204, 29.62963, 29.35010,…
$ baseline_O2_vital <dbl> NA, NA, 98, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ baseline_Heart_Rate_vital <dbl> 81.00000, 84.00000, 68.00000, 76.00000, 68.00000, 87.00000, NA, 75.00000, 83.00000, 79.00000, NA, 114.0…
$ baseline_Temperature_vital <dbl> 36.10, 36.00, 36.60, 37.00, 36.10, 37.00, 36.10, 36.40, 36.60, 36.40, 36.75, 36.50, 36.85, 36.50, 36.50…
$ baseline_SBP_vital <dbl> 137.0000, 122.0000, 118.0000, 133.0000, 125.0000, 112.0000, 126.0000, 118.0000, 130.0000, 114.0000, 183…
$ baseline_DBP_vital <dbl> 87.0, 71.0, 64.0, 83.0, 61.0, 70.0, 77.5, 61.0, 95.0, 69.0, 79.0, 78.0, 63.0, 84.0, 81.0, 69.0, 92.0, 7…
$ baseline_sodium_lab <dbl> 134.6, 140.0, NA, 139.0, 134.0, 142.0, 138.0, 129.0, NA, 144.0, 134.0, 135.0, 140.0, NA, 140.0, 140.0, …
$ baseline_hemoglobin_lab <dbl> 15.8, 13.5, NA, 16.2, 12.8, 12.8, 14.9, 13.2, 14.7, 12.6, 12.0, 8.3, 13.2, NA, 12.5, 15.9, NA, 8.8, 12.…
$ baseline_absolute_neutrophil_count_lab <dbl> 5.700, NA, NA, 6.370, NA, 2.180, 3.900, 11.200, 4.650, 4.805, 4.200, 11.440, 8.100, NA, 4.510, 4.720, N…
$ baseline_platelet_count_lab <dbl> 296, 250, NA, 246, 141, 322, 239, 148, 142, 220, 232, 412, 243, NA, 239, 286, NA, 213, 233, 208, 171, 2…
$ baseline_eGFR_lab <dbl> NA, NA, NA, NA, NA, 60.0, NA, NA, NA, NA, NA, NA, NA, NA, 53.9, NA, NA, NA, 60.0, 60.0, NA, NA, NA, 59.…
$ baseline_lactate_dehydrogenase_lab <dbl> 137, 242, NA, 181, 111, NA, NA, 174, NA, 365, 117, NA, 284, NA, 163, 521, NA, 289, 320, 205, 255, 858, …
$ baseline_hematocrit_lab <dbl> 48.2, 40.3, NA, 48.5, 38.3, 40.5, 44.7, 38.8, 46.7, 38.1, 35.1, 26.8, 40.4, NA, 38.4, 43.8, NA, 29.4, 3…
$ baseline_serum_protein_lab <dbl> 7.2, 6.9, NA, 6.9, 6.4, 7.6, 7.6, 6.4, NA, 6.8, 6.9, 6.9, 7.1, NA, NA, 6.7, NA, 6.8, 7.5, 6.4, 6.9, 7.0…
$ baseline_serum_creatinine_lab <dbl> 0.90, 0.70, NA, 1.20, 1.10, 0.60, 1.10, 1.16, NA, 1.13, 1.14, 0.73, 0.68, NA, 1.00, 0.79, NA, 0.83, 0.9…
$ baseline_calcium_lab <dbl> 10.00, 9.80, NA, 10.00, 9.10, 9.30, 9.80, 9.60, NA, 8.30, 9.30, 9.00, 9.20, NA, 8.20, 9.70, NA, 8.50, 9…
$ baseline_blood_urea_nitrogen_lab <dbl> 19.0, 16.0, NA, 13.0, 12.0, 13.0, 19.0, 33.0, NA, 20.0, 24.0, 20.0, 8.0, NA, 10.0, 9.0, NA, 22.0, 15.0,…
$ baseline_alanine_aminotransferase_lab <dbl> 27, 7, NA, 39, 17, 18, 21, 30, NA, 21, 13, 16, 14, NA, 15, 20, NA, 19, 25, 13, 32, 20, 11, 32, 18, 18, …
$ baseline_potassium_lab <dbl> 3.6, 4.0, NA, NA, 4.3, 4.1, 3.8, 4.8, NA, 4.5, 4.5, 4.4, 4.3, NA, 3.8, 4.4, NA, 5.1, 4.8, 4.1, 4.5, 3.4…
$ baseline_lymphocyte_count_lab <dbl> 1.90, 1.30, NA, 7.84, 1.90, 3.31, 0.80, 0.60, 1.02, 1.09, 0.50, 1.02, 2.70, NA, 2.98, 1.13, NA, 1.60, 2…
$ baseline_bilirubin_lab <dbl> 0.5, 1.2, NA, 0.5, 0.7, 0.4, 0.6, 0.9, NA, 0.4, 0.5, 0.3, 0.4, NA, 0.7, 0.7, NA, 0.4, 0.6, 0.3, 0.4, 0.…
$ baseline_glucose_lab <dbl> 246, 93, NA, 143, 393, 68, 94, 203, NA, 183, 102, 120, 84, NA, 105, 93, NA, 239, 124, 108, 100, 127, 91…
$ baseline_wbc_count_lab <dbl> 8.20, 8.20, NA, 15.90, 5.60, 6.50, 5.50, 12.40, 6.64, 7.10, 5.90, 13.80, 12.20, NA, 8.63, 6.41, NA, 7.9…
$ baseline_monocyte_count_lab <dbl> 0.60, 0.60, NA, 1.50, 0.30, 0.77, 0.50, 0.70, 0.61, 0.80, 0.90, 1.13, 0.80, NA, 0.76, 0.43, NA, 0.60, 0…
$ baseline_eosinophil_count_lab <dbl> NA, 0.30, NA, 0.13, 0.30, 0.18, 0.30, 0.70, 0.33, 0.36, 0.20, 0.11, 0.40, NA, 0.27, 0.04, NA, 0.40, 0.1…
$ baseline_basophil_count_lab <dbl> NA, NA, NA, 0.05, 0.10, 0.04, 0.10, 0.10, 0.03, 0.05, 0.10, 0.04, 0.10, NA, 0.05, 0.05, NA, NA, 0.06, 0…
$ baseline_chloride_lab <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ baseline_alkaline_phosphatase_lab <dbl> 79, 85, NA, 100, 84, 111, 51, 53, NA, 75, 74, 146, 83, NA, 66, 91, NA, 98, 91, 67, 66, 85, 72, 86, 46, …
$ baseline_phosphate_lab <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3.4, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
$ baseline_total_cholesterol_lab <dbl> NA, NA, NA, NA, NA, NA, NA, 114, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
$ baseline_hdl_cholesterol_lab <dbl> NA, NA, NA, NA, NA, NA, NA, 38, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ baseline_ldl_cholesterol_lab <dbl> NA, NA, NA, NA, NA, NA, NA, 54, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ baseline_rbc_count_lab <dbl> 5.33, 4.92, NA, 5.52, 4.04, 4.89, 4.82, 4.49, 4.67, 3.95, 4.01, 3.51, 4.33, NA, 4.21, 5.14, NA, 4.69, 3…
$ baseline_magnesium_lab <dbl> 1.86, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1.60, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ baseline_ecog_lab <fct> NA, 0, 0, 1, NA, NA, NA, 1, NA, NA, 2, NA, 0, NA, NA, 1, 0, NA, NA, 0, NA, 1, NA, 3, NA, 0, NA, NA, NA,…
$ baseline_histology_tumor <chr> "Non-Acral", "Non-Acral", "Non-Acral", "Non-Acral", "Non-Acral", "Non-Acral", "Non-Acral", "Non-Acral",…
$ baseline_tumor_mitotic_rate_tumor <dbl> 19, 1, 4, 0, NA, 0, NA, NA, NA, NA, 2, NA, NA, NA, NA, NA, 1, 40, 4, NA, NA, NA, 2, NA, NA, NA, 4, NA, …
$ baseline_ulceration_tumor <lgl> TRUE, FALSE, TRUE, FALSE, NA, FALSE, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, FALSE, TRUE, TRUE, NA, NA,…
$ baseline_tumor_size_tumor <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ baseline_t_stage <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, "T3", NA, "T3", NA, "T4", "T3", "T3", NA, NA, N…
$ baseline_n_stage <chr> NA, NA, NA, NA, NA, NA, "N1", NA, NA, NA, NA, NA, "N2", "N3", "N1", NA, "N0", NA, "N1", NA, "N1", NA, N…
$ baseline_m_stage <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, "M1", "M0", NA, NA, "M1", NA, "M0", NA, "M0", NA, NA, N…
$ baseline_pdl1_biomarker <chr> "Untested", "High", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested",…
$ baseline_CD274_biomarker <chr> "Untested", "Positive", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_BRAF_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Negative", "Positive", "Untested", "Untest…
$ baseline_NRAS_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_ERBB2_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_KRAS_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_EGFR_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_MAP2K1_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_PTEN_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_TP53_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_BRCA1_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_NF1_biomarker <chr> "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untested", "Untest…
$ baseline_bone_metastasis <lgl> TRUE, TRUE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, FA…
$ baseline_lung_metastasis <lgl> TRUE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, TRUE, FALSE, TRUE, FALSE, TRUE, FALSE, FALSE, FALSE, FAL…
$ baseline_liver_metastasis <lgl> FALSE, TRUE, FALSE, TRUE, FALSE, FALSE, FALSE, TRUE, FALSE, TRUE, TRUE, FALSE, TRUE, FALSE, FALSE, TRUE…
$ baseline_lymph_nodes_metastasis <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE,…
$ baseline_other_metastasis <lgl> FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, TRUE, TRUE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, FA…
$ baseline_brain_spinal_metastasis <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, …
$ baseline_bone_marrow_metastasis <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_n_metastasis <dbl> 2, 4, 1, 1, 1, 1, 0, 5, 1, 7, 1, 1, 1, 0, 0, 2, 1, 1, 3, 0, 0, 6, 1, 2, 1, 1, 1, 0, 0, 1, 2, 1, 0, 1, 1…
$ baseline_atcA01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA02B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA03B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA03C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcC02A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcC02L_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA06A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA07X_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA07F_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA07A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA07E_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA08A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA09A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA11G_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA11C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA11A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA12B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA12C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcA12A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcB01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcB02B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcB03B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcB03A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcB05X_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcB05B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcB05C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcL01B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcL01X_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcL01C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcL01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcC04A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcC05B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcC05A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcC05C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcC10A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD02A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD05B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD05A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD06B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD07X_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD07A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD07C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD07B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD08A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD09A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD10A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcD11A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1…
$ baseline_atcG01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG02B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG03F_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG03A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG03C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG03E_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG03H_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG03D_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG04B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcG04C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1…
$ baseline_atcH01C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcH02A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcH02B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcH02C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcJ01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcJ02A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcR03D_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcR03A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcR03C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcR06A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcR07A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS01C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS01G_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS01B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS01X_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS01E_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcL02B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcL02A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcL04A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcM01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcM01B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcM03B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcM09A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcN01B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcN02B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcN02A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcN03A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcN05C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcN05B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcP01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcR01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS02C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS02A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS02D_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS02B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS03A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS03C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcS03B_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcV01A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcV03A_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_atcV04C_treatment <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ baseline_anti_neoplastic_treatment <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_immunotherapeutic_treatment <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE,…
$ baseline_radiotherapy_treatment <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, TRUE, TRUE, FALSE, TRUE, FALSE, TR…
$ baseline_braf_inhibitor_treatment <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ baseline_mek_inhibitor_treatment <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…
$ event_time <Surv> <Surv[53 x 2]>
$ event_ind <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE…