{"id":"W4399361418","doi":"10.1016/j.jogc.2024.102561","title":"Antenatal Glycemic Management and Postpartum Cardiovascular Disease Risk Screening","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; University of Toronto; Sinai Health System; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Glycemic; Obstetrics; Disease; Pregnancy; Intensive care medicine; Diabetes mellitus; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007053125,0.0001883454,0.000335045,0.0006615956,0.0005294918,0.0009580827,0.0004546343,0.0009195195,0.002396637],"category_scores_gemma":[0.00917448,0.0002584755,0.0004747841,0.001308247,0.0001827469,0.0002760387,0.0002717121,0.001627543,0.0001470385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00278879,"about_ca_system_score_gemma":0.003817955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2709477,"about_ca_topic_score_gemma":0.2647246,"domain_scores_codex":[0.9992073,0.0002101043,0.00007838903,0.00007424046,0.0002586867,0.0001712688],"domain_scores_gemma":[0.9970611,0.001134217,0.0007597877,0.0001023448,0.0003554749,0.0005870403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004175632,0.0001881787,0.9695929,0.00006991884,0.0001323389,0.0003324697,0.0001201467,0.00013227,0.000141342,0.0002429174,0.001008929,0.02762104],"study_design_scores_gemma":[0.00001729199,0.00007737386,0.9979539,0.0001340499,0.0001108198,0.0002239797,0.000170256,0.0003473306,0.00004252794,0.000148602,0.0007661953,0.000007781248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375291,0.02626045,0.0002984728,0.009181679,0.0003638843,0.00005813993,0.002115463,0.00003037262,0.02416237],"genre_scores_gemma":[0.9909194,0.005836193,0.0004515093,0.0006736463,0.0001612854,0.00002308028,0.0004408766,0.000006837915,0.001487324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709477,"threshold_uncertainty_score":0.5387412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009690276658052157,"score_gpt":0.2265862188979717,"score_spread":0.2168959422399195,"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."}}