{"id":"W4408718749","doi":"10.1111/ppe.70015","title":"Surviving Severe Bleeding After Childbirth: Consequences Along the Life Course?","year":2025,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Childbirth; Course (navigation); Life course approach; Obstetrics; Pregnancy; General surgery; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006472835,0.000193486,0.0003580864,0.0004957443,0.001081885,0.001626154,0.0004971066,0.001161551,0.007016189],"category_scores_gemma":[0.006904133,0.0001158261,0.000277721,0.0007811934,0.0007277334,0.001783323,0.001022765,0.002528438,0.001150182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009586503,"about_ca_system_score_gemma":0.001163369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005368809,"about_ca_topic_score_gemma":0.008789542,"domain_scores_codex":[0.9995673,0.0001132775,0.00002842153,0.00004720167,0.0001042447,0.0001394504],"domain_scores_gemma":[0.998219,0.000282623,0.0005138118,0.00004793664,0.0003583341,0.0005783626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004957598,0.0002041985,0.2652857,0.001469143,0.0002089427,0.01021335,0.00721882,0.0002564533,0.00044603,0.01594174,0.1614203,0.5368395],"study_design_scores_gemma":[0.00006227565,0.0006234196,0.5591114,0.01233287,0.0003230986,0.04866598,0.03033009,0.0005445682,0.0002935121,0.05372154,0.2937576,0.0002336365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.178997,0.4287802,0.001780025,0.3440447,0.006014378,0.0000679119,0.002602346,0.0001197917,0.03759365],"genre_scores_gemma":[0.6364937,0.3312216,0.001572347,0.01791982,0.006735342,0.00004938676,0.001369374,0.0000528149,0.004585552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007016189,"threshold_uncertainty_score":0.02347147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690213685466471,"score_gpt":0.3240173795284702,"score_spread":0.2971152426738055,"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."}}