{"id":"W4307024405","doi":"10.1016/j.cjca.2022.08.209","title":"ATTITUDES AND BELIEFS OF HEALTH CARE PROVIDERS REGARDING THE TREATMENT OF PATIENTS WITH OBESITY IN A TERTIARY CARE INSTITUTION. RESULTS OF A PAN-INSTITUTION SURVEY","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Health care; Obesity; Intervention (counseling); Institution; Family medicine; Management of obesity; Disease; Gerontology; Nursing; Weight loss","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001811002,0.0001480405,0.0002663984,0.0007048109,0.0009783407,0.0008704263,0.0003603766,0.0005173511,0.001933533],"category_scores_gemma":[0.009709443,0.0003004089,0.0002773289,0.0009020685,0.000597517,0.0004860527,0.0007873208,0.001056404,0.0002188743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734911,"about_ca_system_score_gemma":0.00198669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05112748,"about_ca_topic_score_gemma":0.09154986,"domain_scores_codex":[0.9984687,0.0005286277,0.0001992964,0.00008608288,0.0003633784,0.0003539662],"domain_scores_gemma":[0.9903611,0.001929,0.004328015,0.0001888927,0.001249301,0.001943677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004035403,0.0002135357,0.995532,0.00001392729,0.00001769621,0.00005546441,0.001863394,0.00001964361,0.0001224378,0.00001219681,0.0002013985,0.001907929],"study_design_scores_gemma":[0.000006937291,0.0001648567,0.9920402,0.00001914682,0.00001258601,0.00009653808,0.007278316,0.00009351706,0.00004645998,0.000006859131,0.0002280551,0.0000066663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989476,0.00005632513,0.00002685158,0.0002109176,0.00000326618,0.00001525381,0.0001156463,0.00000167751,0.0006226134],"genre_scores_gemma":[0.9994517,0.00008118086,0.00007788771,0.0001681951,0.000005267666,0.00000964424,0.00006161671,0.000001143121,0.000143291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05112748,"threshold_uncertainty_score":0.1016598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03954156807783268,"score_gpt":0.3500342194985031,"score_spread":0.3104926514206704,"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."}}