{"id":"W2065363188","doi":"10.1159/000368245","title":"Predictive Factors of the Use of Systemic Therapy in Stage IV Colorectal Cancer: Who Gets Chemotherapy?","year":2015,"lang":"en","type":"article","venue":"Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta; Saskatchewan Cancer Agency","funders":"Saskatchewan Cancer Agency","keywords":"Medicine; Internal medicine; Chemotherapy; Colorectal cancer; Odds ratio; Gastroenterology; Stage (stratigraphy); Population; Cancer; Logistic regression; Retrospective cohort study; Surgery; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005007837,0.0001722106,0.0002543188,0.0004438008,0.0002450017,0.0004099759,0.0002709985,0.0003778099,0.002206255],"category_scores_gemma":[0.00319101,0.0001133346,0.0002966809,0.001037202,0.0003920965,0.0002870464,0.0002053009,0.00065748,0.0001958526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282389,"about_ca_system_score_gemma":0.0007012335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006227879,"about_ca_topic_score_gemma":0.009392873,"domain_scores_codex":[0.9997421,0.00007593598,0.00003426795,0.0000387894,0.00006718802,0.00004166698],"domain_scores_gemma":[0.9970848,0.0009436202,0.001320228,0.00007453787,0.0001900031,0.0003867798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004355581,0.000007693418,0.999248,0.000005586154,0.000009791587,0.00002602796,0.000005948761,0.0000340728,0.00004259791,0.000003886954,0.0000509232,0.0005220761],"study_design_scores_gemma":[0.000005088053,0.00005186157,0.9991178,0.00001000038,0.00003568768,0.000249131,0.00006668302,0.0002212293,0.00003596765,0.0000170536,0.0001874273,0.000002016901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969622,0.001475451,0.0001042254,0.0002908241,0.00001621989,0.00001020224,0.0002502302,0.000004463325,0.0008862193],"genre_scores_gemma":[0.9993218,0.0002714967,0.00008757482,0.00004071481,0.00002111813,0.0000037805,0.0001691178,0.0000017773,0.00008268376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006227879,"threshold_uncertainty_score":0.01238328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300752437703771,"score_gpt":0.3375728339045589,"score_spread":0.2645653095275212,"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."}}