{"id":"W4286491009","doi":"10.1186/s12909-022-03636-9","title":"A Canadian survey of medical students and undergraduate deans on the management of patients living with obesity","year":2022,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; McMaster University; Queen's University","funders":"Faculty of Medicine, Memorial University of Newfoundland; Cumming School of Medicine, University of Calgary; Temerty Faculty of Medicine, University of Toronto; Memorial University of Newfoundland; University of Toronto","keywords":"Competence (human resources); Curriculum; Obesity; Medicine; Body mass index; Weight management; Medical education; Family medicine; Gerontology; Psychology; Weight loss; Pedagogy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002224914,0.0002011711,0.000336106,0.001127065,0.001313053,0.0007380641,0.0006886619,0.0004695439,0.00239781],"category_scores_gemma":[0.008551887,0.0002795889,0.0003159371,0.002613798,0.0006717924,0.0005501607,0.001030855,0.0007233609,0.0003659211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007488362,"about_ca_system_score_gemma":0.01762814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7906044,"about_ca_topic_score_gemma":0.8549113,"domain_scores_codex":[0.9971124,0.0002709768,0.00026197,0.0002125633,0.001442484,0.0006996212],"domain_scores_gemma":[0.9905592,0.0006437591,0.002319963,0.0001368815,0.002995514,0.003344604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004000557,0.00008221145,0.9846295,0.00008313128,0.00001597826,0.00004424291,0.002146824,0.00003524091,0.0001774337,0.00005154355,0.005123695,0.0075701],"study_design_scores_gemma":[0.000005087132,0.00003217807,0.9939954,0.00003756355,0.0000047504,0.00003673477,0.003054758,0.00005748229,0.00003267324,0.000007544373,0.002729204,0.000006641645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872087,0.0007297096,0.00009931017,0.002334262,0.00004190193,0.0001608671,0.004270039,0.00001495596,0.005140182],"genre_scores_gemma":[0.9949892,0.001131903,0.0002479305,0.0009548684,0.00002343495,0.00005602148,0.001646122,0.000005156004,0.0009452796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093956,"threshold_uncertainty_score":0.4212576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07260800094821122,"score_gpt":0.4524592111752047,"score_spread":0.3798512102269935,"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."}}