{"id":"W2591198891","doi":"10.1200/jco.2014.32.3_suppl.532","title":"Predictors of early mortality in colorectal cancer patients undergoing chemotherapy: Results from a global prospective cohort study.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Colorectal cancer; Odds ratio; Prospective cohort study; Regimen; Body mass index; Chemotherapy regimen; Cohort; Cancer; Surgery; Oncology","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":[0.0009443145,0.0004569455,0.0003026394,0.0007301874,0.0004200281,0.0005585241,0.0003012412,0.0004340597,0.001094067],"category_scores_gemma":[0.00106268,0.0004225383,0.0006915946,0.001251378,0.0002510728,0.000474216,0.0005702978,0.0005988094,0.0003086057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613413,"about_ca_system_score_gemma":0.0003789103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119591,"about_ca_topic_score_gemma":0.01970354,"domain_scores_codex":[0.999708,0.00008029309,0.00002723272,0.00007373401,0.00004793362,0.0000627797],"domain_scores_gemma":[0.9991168,0.0001082919,0.0003173409,0.00009751497,0.00009805023,0.0002620897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002637637,0.00003456107,0.9988027,0.000008750339,0.0000791445,0.00005644031,0.00005868874,0.000024826,0.000103163,0.000004900255,0.0001323126,0.0004308626],"study_design_scores_gemma":[0.00003398557,0.0001116472,0.9993281,0.000004324458,0.0000517496,0.00009905417,0.0001209288,0.00009696022,0.00002015215,0.000005239995,0.0001236114,0.000004231156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981833,0.0001396062,0.00004818334,0.00003476807,0.000005071895,0.00001538676,0.001393061,0.000002858429,0.0001776347],"genre_scores_gemma":[0.9976273,0.0001196302,0.00009655668,0.00004222092,0.000009193486,0.00002433778,0.00190274,0.0000032843,0.0001748799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119591,"threshold_uncertainty_score":0.02377898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16165640916722,"score_gpt":0.5372519779546603,"score_spread":0.3755955687874403,"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."}}