{"id":"W4385455977","doi":"10.3899/jrheum.2023-0043","title":"Choosing Wisely: The Canadian Rheumatology Association Pediatric Committee’s List of Items Physicians and Patients Should Question","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Saskatchewan; University of Toronto; Western University; McMaster Children's Hospital; Dalhousie University; BC Children's Hospital; Alberta Children's Hospital; Stollery Children's Hospital; Children's Hospital of Winnipeg; Arthritis Society; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Rheumatology; Family medicine; Respondent; Internal medicine; Delphi method; Physical therapy; Rheumatism","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":[],"consensus_categories":[],"category_scores_codex":[0.02132474,0.0007814938,0.0007470275,0.002323073,0.00513464,0.002408882,0.001883787,0.003531395,0.01236321],"category_scores_gemma":[0.0620362,0.0004919783,0.0009170906,0.002309572,0.002209874,0.002238175,0.002977099,0.003514799,0.003561719],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01895184,"about_ca_system_score_gemma":0.08584628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1940511,"about_ca_topic_score_gemma":0.2922573,"domain_scores_codex":[0.9826702,0.007638372,0.002369267,0.0006415445,0.004756021,0.001924599],"domain_scores_gemma":[0.9391149,0.0127083,0.004901699,0.001392822,0.03307687,0.00880544],"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":[0.0001375271,0.0001547966,0.0392365,0.001459323,0.00003762146,0.0004423373,0.00616507,0.0005255614,0.001053661,0.006370784,0.7779093,0.1665075],"study_design_scores_gemma":[0.0001635031,0.0001728888,0.06595774,0.004620926,0.00005197632,0.001070651,0.01349457,0.000836485,0.0008205532,0.004913947,0.9077177,0.0001790448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0753311,0.01626463,0.04135285,0.6335926,0.009726984,0.02599532,0.01177557,0.001135455,0.1848255],"genre_scores_gemma":[0.3795187,0.02133349,0.365509,0.126517,0.003668867,0.03109943,0.01358257,0.0005974681,0.05817349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9810482,"threshold_uncertainty_score":0.3858432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2615580945281114,"score_gpt":0.4620049695024112,"score_spread":0.2004468749742997,"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."}}