{"id":"W2100574091","doi":"10.1503/cmaj.080012","title":"Risk of development of diabetes mellitus after diagnosis of gestational diabetes","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":438,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Mount Sinai Hospital; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Banting and Best Diabetes Centre, University of Toronto; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Pregnancy; Population; Type 2 diabetes; Insulin resistance; Obstetrics; Incidence (geometry); Pediatrics; Gestation; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004688898,0.0001248097,0.0002094802,0.0007459273,0.0003560801,0.0005275106,0.0003585298,0.0003373441,0.001691906],"category_scores_gemma":[0.003699645,0.000161794,0.0003507689,0.001063985,0.0001915863,0.000235725,0.0003794884,0.0007417818,0.0001554066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007098165,"about_ca_system_score_gemma":0.0007074313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02935479,"about_ca_topic_score_gemma":0.02461382,"domain_scores_codex":[0.9994063,0.00009527473,0.00004663578,0.00008815675,0.000192559,0.0001710715],"domain_scores_gemma":[0.9966279,0.0004793736,0.001932399,0.0001095185,0.000328998,0.0005218307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003919509,0.000009475159,0.998329,0.000004990154,0.000014253,0.0001360245,0.0000211875,0.00001835732,0.00004015033,0.00001428731,0.00007914169,0.001293971],"study_design_scores_gemma":[0.000003818478,0.00004287924,0.9987797,0.00001318004,0.00001578997,0.0007036909,0.00004332768,0.0001181453,0.00002806546,0.00002253973,0.0002268626,0.000002032509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963868,0.0009775276,0.0001215791,0.0002084812,0.00002038776,0.00001564372,0.000674783,0.000009373946,0.001585339],"genre_scores_gemma":[0.9986337,0.0005248518,0.0001075775,0.0000358072,0.00002422212,0.000005387385,0.0004526231,0.00000185376,0.0002140309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02935479,"threshold_uncertainty_score":0.05836785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008726926234562652,"score_gpt":0.2366466131943407,"score_spread":0.2279196869597781,"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."}}