{"id":"W2085851388","doi":"10.1038/oby.2011.271","title":"Secular Trends in the Diagnosis and Treatment of Obesity Among US Adults in the Primary Care Setting","year":2011,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institutes of Health; University of Toronto; York University","keywords":"Overweight; Medicine; National Health and Nutrition Examination Survey; Obesity; Secular variation; Population; Body mass index; Primary care; Odds ratio; Weight loss; Demography; Cross-sectional study; Weight management; Odds; Gerontology; Environmental health; Family medicine; Internal medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001514842,0.0001723905,0.0003302616,0.0001350075,0.0006673649,0.00000852336,0.0002631256,0.0002147802,0.0001655322],"category_scores_gemma":[0.00007923393,0.0001031171,0.00006568008,0.0003323414,0.00009976737,0.0002304461,0.00007970582,0.0005397557,0.00002048098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026007,"about_ca_system_score_gemma":0.00008984283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03321082,"about_ca_topic_score_gemma":0.08835369,"domain_scores_codex":[0.9963487,0.002226176,0.0004599024,0.000284024,0.0002462379,0.0004349715],"domain_scores_gemma":[0.9979855,0.001151879,0.0003015336,0.0004394747,0.00005819192,0.00006341651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006766732,0.0006736124,0.8369987,0.0004697427,0.000007487517,0.00003228714,0.1557523,3.191882e-7,7.353573e-7,0.0001044917,0.0001572835,0.005735359],"study_design_scores_gemma":[0.001001369,0.0002520586,0.9674162,0.0003331612,0.0000423745,0.000001637099,0.02917762,0.000008962555,0.00001588285,0.00007497657,0.001579253,0.00009648762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827223,0.00131427,7.721821e-7,0.000564445,0.00009589416,0.0009696411,0.00002947246,0.00001748189,0.01428576],"genre_scores_gemma":[0.9973794,0.00126056,0.0001390433,0.0007729384,0.00008126639,0.0002627743,0.00003667757,0.000009519448,0.00005788376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304175,"threshold_uncertainty_score":0.9732271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06612048975517608,"score_gpt":0.3766053544375411,"score_spread":0.310484864682365,"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."}}