{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006198965,0.0006960094,0.0007595138,0.003971444,0.004848517,0.01005817,0.001953613,0.004400213,0.003503483],"category_scores_gemma":[0.009282692,0.0004705193,0.0006730144,0.003717374,0.022504,0.01947274,0.009950661,0.007267668,0.0003378723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006426699,"about_ca_system_score_gemma":0.006988121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008155817,"about_ca_topic_score_gemma":0.006233586,"domain_scores_codex":[0.9952101,0.003454943,0.0002219772,0.000279063,0.0004987081,0.000335219],"domain_scores_gemma":[0.9933847,0.004686419,0.0007665044,0.0003176309,0.0004155326,0.0004292295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005113166,0.0000586134,0.007635179,0.001076098,0.00001947099,0.001788877,0.3903586,0.0005767593,0.0004295863,0.508344,0.004099044,0.08556263],"study_design_scores_gemma":[0.00001682518,0.0001519298,0.01089504,0.005220561,0.00002403159,0.008448325,0.3770166,0.00102571,0.0003144662,0.3288482,0.2679426,0.00009561628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2137895,0.2739769,0.1061803,0.1838209,0.004211783,0.0005961323,0.0003033796,0.0001981641,0.216923],"genre_scores_gemma":[0.7991985,0.1625106,0.0188076,0.01169013,0.001333861,0.0003647466,0.0001514177,0.0001031024,0.005839972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01005817,"threshold_uncertainty_score":0.04662913,"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."}}