{"id":"W2891134412","doi":"10.1200/jco.2017.35.15_suppl.e18041","title":"Predictors of treatment attrition in patients with metastatic colorectal cancer (mCRC).","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Baker Hughes (Canada); University of British Columbia","funders":"","keywords":"Medicine; Cancer; Internal medicine; Colorectal cancer; Attrition; Confidence interval; Logistic regression; Population; Cohort; Oncology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086204,0.0001419822,0.0004070171,0.0004729473,0.0004513771,0.0004977102,0.00046103,0.0004570521,0.001675586],"category_scores_gemma":[0.01022904,0.0001773642,0.0006055275,0.001096791,0.0001791427,0.0004028336,0.000513506,0.001045011,0.0002417483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005509466,"about_ca_system_score_gemma":0.0007504452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009864381,"about_ca_topic_score_gemma":0.0126479,"domain_scores_codex":[0.9988301,0.0003448345,0.000156352,0.0001475269,0.0003028706,0.0002182792],"domain_scores_gemma":[0.992777,0.001924656,0.004004954,0.0002589466,0.0005386734,0.0004957838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002788,0.00001529052,0.9987231,0.000007891327,0.00001452864,0.00002012029,0.00002235606,0.00004406082,0.00001437368,0.000004816066,0.0001299493,0.0009032395],"study_design_scores_gemma":[0.00001064514,0.00009993013,0.9986404,0.00001348263,0.00002200892,0.0001567733,0.00009040721,0.0006471833,0.00002357248,0.00001951827,0.0002733412,0.000002905007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980935,0.000370225,0.0000872306,0.000232167,0.000004638164,0.00001954288,0.0008528043,0.000004433545,0.0003354632],"genre_scores_gemma":[0.9987263,0.0000911031,0.00008629878,0.00006884671,0.00001002218,0.00001827899,0.0008712356,0.000001795841,0.0001260549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009864381,"threshold_uncertainty_score":0.01961392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214734805125801,"score_gpt":0.4659052207602304,"score_spread":0.3444317402476504,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}