{"id":"W2767403933","doi":"10.22374/cjgim.v12i3.256","title":"Are We Choosing Wisely in Canada?","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wonder; Medicine; Health care; Pessimism; Alternative medicine; Medical education; Family medicine; Public relations; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005082378,0.0002913859,0.0006788468,0.0008155622,0.01881321,0.00758871,0.002411607,0.005870343,0.01647163],"category_scores_gemma":[0.03025916,0.0004153579,0.0005400013,0.002943115,0.009168128,0.00560934,0.003008475,0.01311667,0.001081717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05777727,"about_ca_system_score_gemma":0.2480995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9560341,"about_ca_topic_score_gemma":0.9869136,"domain_scores_codex":[0.9914166,0.001465785,0.0002510711,0.0004800101,0.002838463,0.003548082],"domain_scores_gemma":[0.960978,0.00337614,0.001998241,0.0005067589,0.005827325,0.02731356],"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":[0.0001573027,0.0002478294,0.05057961,0.0006238167,0.00009387018,0.001673622,0.01895689,0.0001655412,0.0003361697,0.02773603,0.7662522,0.1331772],"study_design_scores_gemma":[0.0001088226,0.0001502468,0.0617907,0.002561718,0.0001139984,0.001520203,0.1072521,0.0003767172,0.0003723475,0.01629683,0.8091363,0.0003201409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01324259,0.005844511,0.0001737046,0.9647322,0.002416189,0.00002082761,0.0001504167,0.00002048737,0.01339902],"genre_scores_gemma":[0.3446589,0.02803093,0.002370524,0.6034532,0.001840719,0.00006864167,0.0003546019,0.0001270188,0.01909542],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05777727,"threshold_uncertainty_score":0.4192054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6569900087559545,"score_gpt":0.5504603669819099,"score_spread":0.1065296417740446,"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."}}