{"id":"W2770374176","doi":"10.1093/jncics/pkx009","title":"Clinical Predictors of Early Mortality in Colorectal Cancer Patients Undergoing Chemotherapy: Results From a Global Prospective Cohort Study","year":2017,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Prospective cohort study; Internal medicine; Oncology; Chemotherapy; Cohort study; Cohort; MEDLINE; Cancer","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":[0.00120679,0.0003756171,0.0003680696,0.0009690537,0.0003301002,0.0006675365,0.0003317284,0.000351337,0.0008582731],"category_scores_gemma":[0.001788855,0.0002594772,0.0007142982,0.001440133,0.0002864805,0.0004365289,0.0006761415,0.0005168094,0.0001670491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502211,"about_ca_system_score_gemma":0.0003261201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005965803,"about_ca_topic_score_gemma":0.008265982,"domain_scores_codex":[0.9995571,0.0001650008,0.00004158611,0.00009266032,0.00006532376,0.00007834307],"domain_scores_gemma":[0.9983823,0.0002730126,0.0005844166,0.0001695903,0.000194874,0.0003958526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001223421,0.00001492146,0.9992709,0.000005907338,0.00006292987,0.0000216166,0.00002816729,0.00002372743,0.00004654349,0.000004081644,0.00005034088,0.0003485536],"study_design_scores_gemma":[0.00001769129,0.00007395307,0.9994864,0.000004581411,0.00005833728,0.0000573234,0.00008213493,0.000106627,0.00001811468,0.000009451225,0.00008172449,0.000003628978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987069,0.0001714011,0.00006819519,0.0000302492,0.00000448611,0.00001182601,0.0008340799,0.000002926373,0.0001697463],"genre_scores_gemma":[0.9986584,0.00009809202,0.00008256971,0.00002268706,0.000007643564,0.00001343029,0.001050187,0.000002470706,0.00006449679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005965803,"threshold_uncertainty_score":0.01186216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588266166778251,"score_gpt":0.3558718451203543,"score_spread":0.3299891834525718,"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."}}