{"id":"W2805134909","doi":"10.1016/j.jogc.2018.04.024","title":"Choosing Wisely: SOGC's Top 10 Recommendations","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Sunnybrook Health Science Centre; Health Sciences Centre; University of Saskatchewan; The Society of Obstetricians and Gynaecologists of Canada; Saskatchewan Health Authority; Regina General Hospital; University of Ottawa; Saskatchewan Health; University of Toronto","funders":"","keywords":"Medicine; Medical emergency; Quality management; MEDLINE; Quality (philosophy); Intensive care medicine; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02677753,0.001863153,0.003409305,0.008236939,0.006709258,0.01236793,0.00552916,0.02008199,0.03462863],"category_scores_gemma":[0.1288457,0.001406204,0.005220413,0.006213582,0.003345812,0.006344315,0.008051911,0.02203676,0.01163688],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0149673,"about_ca_system_score_gemma":0.1210497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1530837,"about_ca_topic_score_gemma":0.3804598,"domain_scores_codex":[0.9715561,0.007388534,0.004906867,0.001136765,0.01119,0.00382163],"domain_scores_gemma":[0.8622466,0.03417061,0.004874077,0.001958427,0.06324164,0.03350869],"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":[0.00006886284,0.0001581965,0.002863806,0.0006755418,0.00009670599,0.00006536101,0.0001058878,0.0001216495,0.00001797032,0.001191853,0.9231141,0.07152018],"study_design_scores_gemma":[0.001246259,0.000291342,0.01733863,0.03620914,0.001525778,0.0004539492,0.003653202,0.001233259,0.0002291288,0.02085391,0.916612,0.0003534249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00154625,0.02209354,0.001249073,0.9315645,0.02501608,0.0002841524,0.002311076,0.0003137021,0.01562164],"genre_scores_gemma":[0.0415461,0.07445017,0.0626448,0.7492583,0.03114084,0.0018498,0.008796697,0.0007509206,0.02956245],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9850327,"threshold_uncertainty_score":0.3043854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3233812840692724,"score_gpt":0.4714070365374361,"score_spread":0.1480257524681637,"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."}}