{"id":"W2957084979","doi":"10.1111/cob.12329","title":"Perceptions of barriers to effective obesity management in Canada: Results from the ACTION study","year":2019,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brantford Energy (Canada); Dalhousie University; University of Toronto; Huntington Society of Canada; University of Alberta; Regional Municipality of Niagara; Canadian Obesity Network; Nova Scotia Cancer Centre; LMC Diabetes & Endocrinology (Canada); Université de Sherbrooke","funders":"Novo Nordisk","keywords":"Medicine; Obesity; Weight management; Body mass index; Health care; Family medicine; Perception; Weight loss; Gerontology; Internal medicine; Psychology","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":[0.003351548,0.0003731887,0.0005609884,0.001502523,0.007528046,0.002715992,0.001336676,0.0007138565,0.002642334],"category_scores_gemma":[0.007660751,0.0004321066,0.0009217151,0.003423928,0.001612204,0.0008798154,0.002588214,0.002021419,0.0002016122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05304138,"about_ca_system_score_gemma":0.1011028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944183,"about_ca_topic_score_gemma":0.9966775,"domain_scores_codex":[0.9963839,0.0003624063,0.0001658899,0.0001997024,0.001653531,0.001234513],"domain_scores_gemma":[0.9890254,0.001435557,0.001427161,0.0001841076,0.0045582,0.003369562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002001546,0.0005763036,0.9217623,0.0002106326,0.00007835602,0.0002127231,0.03720211,0.0001357285,0.0002550553,0.0004567057,0.007769391,0.03114056],"study_design_scores_gemma":[0.00002606542,0.00006971818,0.9593771,0.0001492086,0.00003513204,0.00002987572,0.03537897,0.000274528,0.00007767478,0.00006630754,0.004477072,0.00003833061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917793,0.0004578502,0.00007093159,0.001922065,0.00002730799,0.0001373945,0.001353374,0.000006457116,0.004245338],"genre_scores_gemma":[0.9956934,0.0007646602,0.0002203903,0.0007608111,0.00001091007,0.00009722607,0.0008127766,0.000008099511,0.001631808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05304138,"threshold_uncertainty_score":0.3848439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09859873717784202,"score_gpt":0.4967295803159721,"score_spread":0.3981308431381301,"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."}}