{"id":"W2161120734","doi":"10.1016/j.puhe.2007.06.002","title":"The contribution of excess weight to prevalent diabetes in Canadian adults","year":2007,"lang":"en","type":"article","venue":"Public Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Diabetes mellitus; Medicine; Environmental health; Gerontology; Demography; Endocrinology; Sociology","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":[0.00073709,0.0006099863,0.0005599321,0.002150271,0.002401509,0.001652146,0.001589641,0.001349865,0.002946571],"category_scores_gemma":[0.004627058,0.0006994935,0.001407117,0.004033964,0.000624364,0.0004518065,0.0008710594,0.002423129,0.0001685139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311517,"about_ca_system_score_gemma":0.01846777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847375,"about_ca_topic_score_gemma":0.986696,"domain_scores_codex":[0.9991048,0.00007286805,0.00007020273,0.0001101956,0.0003347486,0.0003071401],"domain_scores_gemma":[0.997659,0.0002110131,0.0004507184,0.0001331096,0.0008164656,0.0007296526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000162397,0.00003656273,0.994378,0.00002398817,0.0001343463,0.0001011801,0.0001119723,0.00006129199,0.00006382763,0.00009935474,0.0006900182,0.004136886],"study_design_scores_gemma":[0.00001042892,0.00001108643,0.9988819,0.00001950998,0.0001120984,0.00008102918,0.0002697145,0.0001783342,0.00001354199,0.00005162119,0.000362744,0.000007969321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792518,0.007757877,0.0001231907,0.00330774,0.0001547616,0.00002868566,0.003564268,0.00001955629,0.005792047],"genre_scores_gemma":[0.9955919,0.002641559,0.0001208514,0.0001856406,0.00007376691,0.000005198911,0.0007715206,0.000004447882,0.0006049105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526254,"threshold_uncertainty_score":0.09515762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369445817759482,"score_gpt":0.2787878255434622,"score_spread":0.2650933673658673,"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."}}