{"id":"W3158882652","doi":"10.1097/aln.0000000000003775","title":"Exploring New Risk Factors for Postpartum Hemorrhage: Time to Consider Gestational Age?","year":2021,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics; Gestational age; Population; Postpartum period; Pregnancy; Anesthesiology; Risk assessment; Emergency medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007450365,0.0005823466,0.001679058,0.001418911,0.001232983,0.004135201,0.002106765,0.003329435,0.004480417],"category_scores_gemma":[0.05194063,0.0004367193,0.001459771,0.001681687,0.0009116633,0.006621625,0.001297349,0.008379629,0.001047292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447931,"about_ca_system_score_gemma":0.004379924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008190179,"about_ca_topic_score_gemma":0.02428729,"domain_scores_codex":[0.9970942,0.001149232,0.0005586843,0.0002961491,0.0007166489,0.0001851468],"domain_scores_gemma":[0.9702601,0.01787278,0.003015024,0.001108574,0.005698536,0.002044929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004469345,0.000238065,0.1599145,0.001678853,0.0006011581,0.001099785,0.001560986,0.0002281612,0.0001967426,0.003077146,0.3581259,0.4728317],"study_design_scores_gemma":[0.0005750274,0.0007282696,0.180643,0.0346971,0.002266929,0.006963787,0.01004263,0.002446755,0.0004931318,0.03619497,0.7244481,0.0005002096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01286091,0.1497438,0.004245751,0.7936312,0.0334038,0.0001435138,0.0006376251,0.000147378,0.00518586],"genre_scores_gemma":[0.173966,0.3169709,0.0300933,0.3012307,0.170367,0.0007139529,0.001565419,0.0002795283,0.0048132],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008190179,"threshold_uncertainty_score":0.03940171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346876838979236,"score_gpt":0.3128711936174043,"score_spread":0.1781835097194807,"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."}}