{"id":"W6977328217","doi":"10.6084/m9.figshare.c.6110257","title":"A Canadian survey of medical students and undergraduate deans on the management of patients living with obesity","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Medicinal Plants and Neuroprotection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Competence (human resources); Curriculum; Obesity; Medical knowledge; Weight management; Medical school","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002447035,0.0001687465,0.0003135483,0.001162428,0.00150175,0.0008132189,0.0007222855,0.0004785652,0.002629454],"category_scores_gemma":[0.00927631,0.0002893296,0.0003255981,0.002377365,0.0008071854,0.0005436974,0.001098154,0.0007744967,0.0003374919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007822078,"about_ca_system_score_gemma":0.01942618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7487673,"about_ca_topic_score_gemma":0.8399137,"domain_scores_codex":[0.9966449,0.000359765,0.000282855,0.000251563,0.001626519,0.0008344067],"domain_scores_gemma":[0.9882745,0.0008509964,0.002794103,0.000155486,0.003214868,0.004710072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003270631,0.00009238011,0.9842314,0.00007811197,0.00001560967,0.00004927193,0.002464911,0.00003767131,0.0002135604,0.00006569004,0.00466284,0.008055908],"study_design_scores_gemma":[0.000005009893,0.00003246072,0.9934326,0.00003793526,0.000004598301,0.00003977621,0.003766265,0.00006745223,0.0000441358,0.000009115392,0.002552682,0.000007815211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9907916,0.0005662473,0.00007299724,0.002116786,0.00003665652,0.0001043334,0.002276238,0.00001020596,0.00402496],"genre_scores_gemma":[0.9965981,0.0008404185,0.0001760388,0.000772227,0.00002124206,0.000033991,0.0008819514,0.000003493811,0.0006725589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2512327,"threshold_uncertainty_score":0.5054245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856997591230236,"score_gpt":0.2729115995061235,"score_spread":0.2343416235938211,"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."}}