{"id":"W2810397585","doi":"10.1093/humrep/dey224","title":"Severe maternal morbidity in women with high BMI in IVF and unassisted singleton pregnancies","year":2018,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; CReATe Fertility Centre; Queen's University; McGill University Health Centre; Ontario Stroke Network; Children's Hospital of Eastern Ontario; University of Ottawa; University of Toronto; Ottawa Public Health","funders":"McGill University Health Centre; McGill University; Institut de recherche, Centre universitaire de santé McGill","keywords":"Medicine; Overweight; Obstetrics; Pregnancy; Body mass index; Gestational diabetes; Population; Gynecology; Gestation; Birth weight; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001147456,0.0002655296,0.0006236332,0.0007719715,0.0005611564,0.0006169146,0.0006327309,0.0004749539,0.001325255],"category_scores_gemma":[0.006584168,0.0004415247,0.001097429,0.001638642,0.0004271079,0.000348433,0.0007773904,0.0009257782,0.00009038203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183454,"about_ca_system_score_gemma":0.001617771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05868581,"about_ca_topic_score_gemma":0.08162237,"domain_scores_codex":[0.9990249,0.000208668,0.0001189355,0.0002247806,0.0002339765,0.000188703],"domain_scores_gemma":[0.9969271,0.0005119659,0.001647512,0.0002083322,0.0001565828,0.0005484123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172638,0.000005727807,0.9987031,0.00002087319,0.00008045884,0.00008343059,0.00004935002,0.00001300771,0.00003474622,0.00001672314,0.00007203884,0.0008031461],"study_design_scores_gemma":[0.000006137661,0.00002860623,0.9993408,0.00002678173,0.00006553229,0.0002490082,0.0001130973,0.00006598426,0.00001222183,0.00002951865,0.00005878884,0.000003626481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959468,0.002233035,0.0001043754,0.0002846595,0.00002817836,0.00001986904,0.0007782789,0.000004876886,0.000600007],"genre_scores_gemma":[0.9987587,0.0005983648,0.0001065752,0.00005140423,0.00002650814,0.0000135509,0.0003577357,0.000002096008,0.00008504595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05868581,"threshold_uncertainty_score":0.1166884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481054213760131,"score_gpt":0.2797506813361214,"score_spread":0.25494013919852,"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."}}