{"id":"W1976719135","doi":"10.1016/j.annepidem.2007.07.050","title":"Obesity and its Impact on a Provincial Health System in Canada","year":2007,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Obesity; Overweight; Body mass index; Demography; Type 2 diabetes; Diabetes mellitus; Chronic disease; Morbidly obese; Internal medicine; Weight loss; Endocrinology","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":[0.001145424,0.0002489437,0.0004816063,0.001808242,0.01213506,0.004223779,0.002800621,0.001694361,0.004981584],"category_scores_gemma":[0.004880985,0.0006341315,0.001298026,0.005786256,0.002486998,0.0008978833,0.003681304,0.0029287,0.0002835239],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1393931,"about_ca_system_score_gemma":0.2104897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982002,"about_ca_topic_score_gemma":0.999338,"domain_scores_codex":[0.9955353,0.0005238185,0.0001731416,0.0001741878,0.0008895178,0.002704126],"domain_scores_gemma":[0.9888517,0.000480731,0.001352651,0.0001522746,0.002682012,0.006480586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002919686,0.000347223,0.9634967,0.0001162142,0.0001790677,0.000945825,0.006629654,0.001118904,0.0003824107,0.003357911,0.009243672,0.01389048],"study_design_scores_gemma":[0.00004819411,0.000078284,0.9755592,0.000129169,0.00006150766,0.0001500514,0.01802677,0.001036896,0.00008087853,0.0002990342,0.00448849,0.00004155614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794841,0.0007276043,0.00009011647,0.01163101,0.00006683489,0.0000687192,0.001571867,0.00001673778,0.006343092],"genre_scores_gemma":[0.9954847,0.0005271027,0.0001848706,0.0009402125,0.0000232721,0.00002116632,0.0003196659,0.000008564325,0.002490485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8606069,"threshold_uncertainty_score":0.9981821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.245168525872823,"score_gpt":0.5535666732554049,"score_spread":0.3083981473825819,"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."}}