{"id":"W2031300497","doi":"10.2147/ceor.s24192","title":"Health status, hospitalizations, day procedures, and physician costs associated with body mass index (BMI) levels in Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; University of Alberta; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute","funders":"Pfizer Canada; Ontario Ministry of Health and Long-Term Care; Pfizer","keywords":"Medicine; Underweight; Overweight; Body mass index; Obesity; Medical record; Public health; Gerontology; Demography; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003636681,0.0002848284,0.000310546,0.001262329,0.002168598,0.0008848141,0.0009172422,0.0002777623,0.003242135],"category_scores_gemma":[0.00176254,0.0002856968,0.0005184085,0.00394584,0.0005095685,0.000239408,0.0007094652,0.0004873775,0.0002071166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03625514,"about_ca_system_score_gemma":0.04252746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980767,"about_ca_topic_score_gemma":0.9988704,"domain_scores_codex":[0.9992067,0.0000397447,0.00005847272,0.00007335591,0.0003249505,0.0002967273],"domain_scores_gemma":[0.9974686,0.0001104971,0.0006120575,0.00004045003,0.001006506,0.000761927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009127494,0.00002768521,0.9903458,0.00009427898,0.00004900827,0.0001143685,0.0005046374,0.0001540474,0.000119549,0.00007793167,0.003907053,0.004514419],"study_design_scores_gemma":[0.000005666696,0.000008178515,0.9988208,0.00003039637,0.00001272091,0.00002571164,0.0003196138,0.0001138114,0.00001246563,0.000008395522,0.000637812,0.00000432293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713916,0.002520482,0.0001212303,0.001325167,0.00002664835,0.00008510266,0.01835001,0.00002716783,0.006152799],"genre_scores_gemma":[0.9921771,0.001234447,0.0001992828,0.0001401898,0.00001017227,0.00003117459,0.004348952,0.000006963186,0.001851698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03625514,"threshold_uncertainty_score":0.2630507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073500015138216,"score_gpt":0.4865117151887253,"score_spread":0.3791617136749037,"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."}}