{"id":"W2589723661","doi":"10.1200/jco.2014.32.3_suppl.412","title":"Predicting toxicities from adjuvant treatment in a population-based cohort of early colon cancer (CC) patients (pts): A strategy to improve use of curative chemotherapy.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; FOLFOX; Internal medicine; Chemotherapy; Cancer; Colorectal cancer; Population; Cohort; Oncology; Gastroenterology; Surgery; Oxaliplatin","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":[0.001055642,0.0003526072,0.0004714195,0.0009696568,0.0002807648,0.0006638654,0.0003654335,0.0004411409,0.001104467],"category_scores_gemma":[0.002945313,0.0001873898,0.0004519443,0.0009955775,0.0001428227,0.0005302373,0.000474647,0.0007128624,0.000211374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129737,"about_ca_system_score_gemma":0.0006207381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861566,"about_ca_topic_score_gemma":0.007659077,"domain_scores_codex":[0.9997687,0.00009434004,0.00002518347,0.00004981241,0.00003656957,0.00002549437],"domain_scores_gemma":[0.9988239,0.0003147997,0.0004512084,0.00004801448,0.0001019128,0.0002601211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006728355,0.00002830333,0.9979188,0.000006229703,0.00001451328,0.000037837,0.00001277618,0.0001071894,0.00009996159,0.000003850048,0.0001039949,0.001599343],"study_design_scores_gemma":[0.00002119216,0.0002536467,0.9961323,0.0000107735,0.0000381711,0.0003350623,0.0001292589,0.002733456,0.00006997251,0.00003891854,0.0002324312,0.000004811344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984202,0.0002597062,0.0004386984,0.0002032411,0.00000747014,0.00004969559,0.0003726341,0.00001097998,0.000237297],"genre_scores_gemma":[0.9985452,0.0001435147,0.0006946884,0.00004450846,0.00001755082,0.00003385266,0.0004495038,0.000002051683,0.00006931939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004861566,"threshold_uncertainty_score":0.009666502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0842648507245775,"score_gpt":0.4319219805264959,"score_spread":0.3476571298019184,"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."}}