{"id":"W2589986680","doi":"10.1200/jco.2014.32.30_suppl.5","title":"The Choosing Wisely Canada cancer initiative.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ontario Institute for Cancer Research; Canadian Medical Association; Canadian Association of Nurses in Oncology; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Best practice; General partnership; Harm; Population; Family medicine; Psychology; Environmental health; Management","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005973364,0.0004644421,0.0004087341,0.001431878,0.008020624,0.004045024,0.002221116,0.002101931,0.0453238],"category_scores_gemma":[0.01302088,0.0003464403,0.0005259609,0.002661748,0.002223699,0.001360644,0.005589212,0.003616613,0.004345837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0600367,"about_ca_system_score_gemma":0.2927213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9125021,"about_ca_topic_score_gemma":0.9795626,"domain_scores_codex":[0.9912853,0.001750532,0.0001651029,0.000503013,0.004509412,0.001786688],"domain_scores_gemma":[0.9659932,0.00231029,0.0006346923,0.0004904211,0.006403884,0.02416741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009077083,0.00006925781,0.006939871,0.0004279432,0.0000200965,0.00005695145,0.001012134,0.0001430219,0.0001309941,0.009730339,0.8829535,0.09842514],"study_design_scores_gemma":[0.00005928512,0.00005624968,0.01199228,0.0005025149,0.00001891248,0.00004627502,0.001690825,0.0001629777,0.0001195346,0.001540402,0.9837871,0.00002368739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01569841,0.0130701,0.003351614,0.379324,0.004094601,0.002405083,0.02694218,0.000903565,0.5542104],"genre_scores_gemma":[0.2581938,0.01429404,0.04132735,0.184227,0.001257402,0.003607166,0.04000669,0.0009930258,0.4560935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9399633,"threshold_uncertainty_score":0.4355988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7173012975134447,"score_gpt":0.5937465477979921,"score_spread":0.1235547497154527,"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."}}