{"id":"W4415412461","doi":"10.1111/1471-0528.70054","title":"Author Reply","year":2025,"lang":"en","type":"letter","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia; Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Maternal death; Death certificate; Dismissal; Cause of death; Confidentiality; Extant taxon; Plea; Audit","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003667733,0.0006600146,0.001434353,0.0009799303,0.003231028,0.003513199,0.002031549,0.03569808,0.0169856],"category_scores_gemma":[0.0333502,0.0007276491,0.001114072,0.0007412283,0.002656791,0.003249106,0.001988256,0.02952614,0.01530868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344124,"about_ca_system_score_gemma":0.004764486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005920806,"about_ca_topic_score_gemma":0.006266897,"domain_scores_codex":[0.9969373,0.0009439225,0.0003503208,0.0003737757,0.0009153728,0.0004792998],"domain_scores_gemma":[0.9883012,0.004487002,0.0008880043,0.0003469761,0.004397284,0.001579462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002844793,0.000005393176,0.0002511895,0.00003702353,0.000006319354,0.0005062802,0.00009415904,0.00001257074,0.0000429401,0.0004607765,0.9969441,0.001610738],"study_design_scores_gemma":[0.00006187131,0.00003217583,0.0008442011,0.0003774443,0.00002969872,0.002664969,0.0007227273,0.0001131187,0.0002459014,0.003132716,0.9917048,0.00007032949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002545309,0.0009716031,0.0000654016,0.9605214,0.03592945,0.00001225222,0.0000930859,0.00005032586,0.002101929],"genre_scores_gemma":[0.00240039,0.0006150852,0.0001065233,0.9724443,0.01828826,0.00003240072,0.00003050426,0.00002869735,0.006053844],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03569808,"threshold_uncertainty_score":0.05682248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096622909923705,"score_gpt":0.3578086558445097,"score_spread":0.3168424267452727,"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."}}