{"id":"W2036593623","doi":"10.5489/cuaj.2350","title":"Choosing Wisely Canada: It’s our turn","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Queen's University","funders":"","keywords":"Turn (biochemistry); Business; Political science; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01242489,0.001123156,0.001508154,0.00270822,0.03435665,0.03251234,0.003740529,0.02892675,0.05030193],"category_scores_gemma":[0.03652352,0.0008188374,0.001488755,0.003805512,0.02390799,0.02034071,0.008690002,0.05275859,0.006395247],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06371386,"about_ca_system_score_gemma":0.2334476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7981527,"about_ca_topic_score_gemma":0.9184437,"domain_scores_codex":[0.9818087,0.003274448,0.0004593,0.00132401,0.005336616,0.007796965],"domain_scores_gemma":[0.9027853,0.009197143,0.001681254,0.001115007,0.02731805,0.05790327],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002581305,0.00005272862,0.001133538,0.00007030914,0.00003494941,0.0001459103,0.001210162,0.000048548,0.00005359474,0.01359811,0.9697678,0.01385854],"study_design_scores_gemma":[0.00004528706,0.00002943832,0.002530348,0.0009237841,0.00006372316,0.0002212961,0.02312319,0.0001233944,0.0001123156,0.03336895,0.9392598,0.0001984003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005171668,0.004164936,0.0001764987,0.9820096,0.008346081,0.000004443407,0.00006830367,0.00002805835,0.004684802],"genre_scores_gemma":[0.03202336,0.009106455,0.001670906,0.9232907,0.008126006,0.00003390052,0.0001381057,0.0002343468,0.02537631],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9875751,"threshold_uncertainty_score":0.4622785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3664325663204626,"score_gpt":0.4526412709173614,"score_spread":0.08620870459689883,"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."}}