{"id":"W2107914004","doi":"10.1016/s1499-2671(11)53010-2","title":"Diagnosis Management of Obesity: A Survey of General Practitioners' Awareness of Familiarity with the 2006 Canadian Clinical Practice Guidelines","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Waist; Respondent; Overweight; Body mass index; Obesity; Weight management; Medical record; Family medicine; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003093069,0.0001646558,0.0003840628,0.002055212,0.001271034,0.001000522,0.0008409779,0.0007916284,0.001904553],"category_scores_gemma":[0.02725761,0.0003964633,0.0005863036,0.00299261,0.0006642469,0.0008847927,0.001215372,0.001158953,0.0001620348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006702206,"about_ca_system_score_gemma":0.01133849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5890055,"about_ca_topic_score_gemma":0.7347977,"domain_scores_codex":[0.9954431,0.0006399378,0.0007265193,0.0002732683,0.002419716,0.0004974728],"domain_scores_gemma":[0.9715781,0.00588239,0.009498337,0.0003945547,0.009142759,0.003503829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000502331,0.00006303887,0.9852533,0.0001498287,0.00004911425,0.0001194913,0.003201282,0.00003447301,0.0001812201,0.00004586644,0.002046517,0.008805714],"study_design_scores_gemma":[0.000006770814,0.00004333467,0.9955297,0.0001162589,0.00001617615,0.000170893,0.002571237,0.00006271539,0.0000186964,0.000008816383,0.001446154,0.000009206628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833105,0.003666598,0.0001408888,0.004676018,0.00007747234,0.0001277341,0.00128882,0.00001628431,0.006695718],"genre_scores_gemma":[0.9943196,0.002545768,0.0006099019,0.001471698,0.0000345918,0.00003821124,0.0005449868,0.000008490742,0.0004268669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4109945,"threshold_uncertainty_score":0.8268298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208443865248498,"score_gpt":0.4579472778196926,"score_spread":0.2495034125711946,"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."}}