{"id":"W4321485800","doi":"10.1017/9781108975780.069","title":"Pregestational Type 2 Diabetes Mellitus","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Type 2 Diabetes Mellitus; Diabetes mellitus; Family medicine; Pediatrics; Primary care; Obstetrics; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00006541565,0.0003241354,0.0002164087,0.000317231,0.0003189274,0.0004958284,0.0002356945,0.0003213027,0.06577121],"category_scores_gemma":[0.000284659,0.0001144859,0.0001729049,0.0004212449,0.0001197548,0.0003713274,0.0003589958,0.0008746118,0.021733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617101,"about_ca_system_score_gemma":0.0003227773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320774,"about_ca_topic_score_gemma":0.007086869,"domain_scores_codex":[0.9999599,0.00000574409,0.000002012055,0.000004815698,0.00001847141,0.00000894711],"domain_scores_gemma":[0.9999517,0.00002088832,0.000003119541,0.00000366094,0.00000866416,0.00001192674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000638959,0.0001268291,0.000827794,0.0004444667,0.000006010527,0.002252746,0.0006390779,0.0001510259,0.001314595,0.01646696,0.5645736,0.413133],"study_design_scores_gemma":[0.000003836756,0.00002010332,0.001065739,0.0001864995,0.000001867448,0.001531336,0.00005889072,0.00001609504,0.00007219035,0.001004828,0.996036,0.000002584893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003464076,0.07161009,0.0007441921,0.003700831,0.002450253,0.00004858373,0.0006019968,0.0001628549,0.9172172],"genre_scores_gemma":[0.01431486,0.07324477,0.001286096,0.004062956,0.0006050722,0.00005319186,0.0006672776,0.00006083015,0.9057049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06577121,"threshold_uncertainty_score":0.2200266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415788289062389,"score_gpt":0.2387071292360136,"score_spread":0.2045492463453897,"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."}}