{"id":"W2022252363","doi":"10.1100/tsw.2007.216","title":"Quantifying the Impact of Obesity Category on Major Chronic Diseases in Canada","year":2007,"lang":"en","type":"article","venue":"The Scientific World JOURNAL","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","funders":"","keywords":"Obesity; Medicine; Overweight; Body mass index; Diabetes mellitus; Odds ratio; Population; Asthma; Demography; Internal medicine; Gerontology; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001868572,0.000154535,0.0002887968,0.0002243197,0.0004834581,0.00008709687,0.0004110757,0.00001679594,0.0002393797],"category_scores_gemma":[0.0001232383,0.00007420845,0.0002169038,0.001016612,0.0003378918,0.0001071441,0.00008711813,0.0007323451,0.00001963119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679507,"about_ca_system_score_gemma":0.002328948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.250109,"about_ca_topic_score_gemma":0.8291529,"domain_scores_codex":[0.9979561,0.0001504564,0.000348428,0.0002054968,0.0008265606,0.0005129532],"domain_scores_gemma":[0.9985139,0.0004256713,0.0002270341,0.0004984086,0.0001183045,0.0002166454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002373388,0.002617703,0.9706847,0.00006034691,0.0001374291,0.0001887747,0.0002935316,0.001011087,0.007174416,0.0006216189,0.0133688,0.003604259],"study_design_scores_gemma":[0.0005119486,0.00009668856,0.9940454,0.0001315258,0.00005982219,0.00004754002,0.0001852838,0.0003760653,0.003494279,0.0008271023,0.0001402934,0.00008405948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967342,0.0004524456,0.000005151667,0.0008818191,0.0008040117,0.0002264726,0.00001388811,0.000007475332,0.0008745512],"genre_scores_gemma":[0.9986315,0.000006497769,0.000004179189,0.00006131201,0.0003857569,0.000001131914,0.000002817067,0.00001260917,0.0008941698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5790439,"threshold_uncertainty_score":0.7548846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763931251365952,"score_gpt":0.3058885036810277,"score_spread":0.2782491911673681,"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."}}