{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712302,0.00006984492,0.0001120878,0.0001744802,0.00004926913,0.00002221269,0.00002690475,0.00002298572,0.00007680777],"category_scores_gemma":[0.00004473384,0.00005835576,0.000005416546,0.0001668744,0.0001079078,0.00009087676,0.00003076763,0.00008869255,0.000008035737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702274,"about_ca_system_score_gemma":0.00002422294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004716419,"about_ca_topic_score_gemma":0.000484746,"domain_scores_codex":[0.9991137,0.00003317495,0.0001241215,0.0003223805,0.0002063625,0.0002002021],"domain_scores_gemma":[0.9996247,0.000005454496,0.0000357989,0.0002036796,0.00008000239,0.0000503062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00281456,0.0009074823,0.8486493,0.001521338,0.0001140544,0.0002244062,0.003413597,0.000123582,0.07875959,0.00175754,0.001910546,0.05980399],"study_design_scores_gemma":[0.001033313,0.0006338208,0.9927894,0.0002126702,0.000004848184,0.0000202178,0.0002387123,0.00001383203,0.003323003,0.000653438,0.0010114,0.00006538031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980755,0.00005084779,0.000005453987,0.0005963166,0.00004586614,0.0003191025,0.000001067985,0.00002438455,0.0008814987],"genre_scores_gemma":[0.9966078,0.00002359594,0.0002319569,0.00004490176,0.000149751,0.00005152768,0.00001268018,0.000008516134,0.002869298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14414,"threshold_uncertainty_score":0.2379679,"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."}}