{"id":"W4415621545","doi":"10.12968/bjom.2025.0012","title":"The Birth Trauma Cycle: expanding understanding of birth trauma","year":2025,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Birth trauma; Birth injury; Health care; Trauma care; Conceptual framework","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007845788,0.0001000584,0.0003551471,0.000188858,0.0002814771,0.00006333245,0.0001778172,0.00006839364,0.000305651],"category_scores_gemma":[0.0001394856,0.00008208919,0.0003031538,0.0002396571,0.0001262533,0.0001189298,0.00003318048,0.0003998793,0.00000261128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524072,"about_ca_system_score_gemma":0.0001128163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001859194,"about_ca_topic_score_gemma":0.0001450821,"domain_scores_codex":[0.9983964,0.00008460377,0.0008585406,0.0001024032,0.0003109934,0.0002470918],"domain_scores_gemma":[0.9990706,0.000191779,0.0003343893,0.0001169888,0.0001496262,0.0001366174],"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":[0.002909043,0.001038895,0.03163194,0.00819993,0.0009705877,0.002886538,0.0008978336,0.00003933066,0.00145834,0.01718114,0.01450326,0.9182832],"study_design_scores_gemma":[0.0137253,0.003213905,0.6283661,0.04268198,0.000366042,0.03766071,0.010454,0.0003991167,0.01516221,0.03224534,0.2151283,0.0005970316],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981747,0.009386584,0.001783328,0.001126107,0.00094421,0.0001352245,0.00004508537,0.00001387292,0.004818626],"genre_scores_gemma":[0.9899257,0.001848275,0.0001758206,0.000163421,0.0001814728,0.000002659974,0.000001228022,0.00001279418,0.007688621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9176861,"threshold_uncertainty_score":0.33475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560814552176286,"score_gpt":0.3368610592565697,"score_spread":0.2912529137348068,"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."}}