{"id":"W2988402604","doi":"10.1097/aog.0000000000003557","title":"Maternal and Perinatal Morbidity and Mortality Associated With Anemia in Pregnancy","year":2019,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Provincial Health Services Authority","funders":"Canadian Institutes of Health Research","keywords":"Anemia; Medicine; Obstetrics; Pregnancy; Hemoglobin; Population; Odds ratio; Incidence (geometry); Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009341978,0.0001008433,0.0002614946,0.00009749417,0.00002860199,0.00001438367,0.00002405648,0.0001203663,0.00006859226],"category_scores_gemma":[0.0006788498,0.00007983595,0.000009892497,0.0001411379,0.00009234698,0.00005693683,0.00004763938,0.0001367998,0.000002211776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001968239,"about_ca_system_score_gemma":0.00003267599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355303,"about_ca_topic_score_gemma":0.0001550232,"domain_scores_codex":[0.9993423,0.00003051448,0.000120708,0.0002265575,0.00008872647,0.0001912312],"domain_scores_gemma":[0.9993407,0.0003979408,0.00004862113,0.0001013143,0.00002937977,0.00008205731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001732535,0.00003636461,0.994224,0.0001251043,0.000008441946,0.0001027712,0.0000911786,4.994189e-7,0.00007601333,0.0003529488,0.000008141094,0.004957223],"study_design_scores_gemma":[0.003271849,0.000261115,0.9956755,0.00003556265,0.00003869099,0.00002778944,0.00006940112,0.00006349834,0.00004182697,0.0001043824,0.0003191695,0.00009118143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933783,0.004590415,0.000001732897,0.0000616765,0.0001812242,0.000232665,0.00001151563,0.00001107951,0.001531364],"genre_scores_gemma":[0.9981179,0.001216972,0.00005153246,0.0001060566,0.000005845905,0.000005969373,0.000007791989,0.000008352853,0.0004795268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004866041,"threshold_uncertainty_score":0.3255616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260515351337988,"score_gpt":0.2508281220425674,"score_spread":0.2382229685291875,"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."}}