{"id":"W7093978893","doi":"","title":"âChoosing Wisely Canadaâ and antimicrobial stewardship: A shared focus on reducing unnecessary care","year":2015,"lang":"en","type":"article","venue":"PubMed Central","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Focus (optics); Health care; Value (mathematics); Patient care; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01565847,0.0004870607,0.000856935,0.002676635,0.01783111,0.01300542,0.00234967,0.007093496,0.01068102],"category_scores_gemma":[0.04804342,0.0004458087,0.0008231829,0.002649251,0.01926173,0.005832866,0.01069748,0.0118399,0.001306523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04529079,"about_ca_system_score_gemma":0.3098775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7131309,"about_ca_topic_score_gemma":0.9023557,"domain_scores_codex":[0.976997,0.006164172,0.0006277398,0.0009548868,0.01044773,0.004808546],"domain_scores_gemma":[0.9238818,0.01216729,0.005322698,0.002042829,0.01608584,0.04049961],"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":[0.0001276714,0.0003970944,0.0218081,0.001488273,0.0002173645,0.0006567341,0.02201412,0.0004868157,0.001568752,0.09931076,0.5759671,0.2759572],"study_design_scores_gemma":[0.00009349406,0.0001824834,0.03445711,0.00343236,0.0001097803,0.0005977009,0.02719738,0.0004480538,0.0009925893,0.04990148,0.8823547,0.0002329162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0109521,0.0082151,0.002590762,0.9174625,0.002048712,0.00007442848,0.00009151945,0.0001076075,0.05845736],"genre_scores_gemma":[0.4503681,0.02377513,0.01970867,0.4792249,0.002316076,0.0001680117,0.0001756694,0.0002196211,0.02404384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2868691,"threshold_uncertainty_score":0.5771171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3786414552811435,"score_gpt":0.4378745737751685,"score_spread":0.05923311849402502,"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."}}