{"id":"W4407058347","doi":"10.1111/birt.12900","title":"Childbirth Experience, Mistreatment, and Migrant Status: A Retrospective Cross‐Sectional Study","year":2025,"lang":"en","type":"article","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Rannís","keywords":"Childbirth; Cross-sectional study; Retrospective cohort study; Medicine; Nursing; Psychology; Obstetrics; Pregnancy; Surgery","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":[0.000066713,0.0001022642,0.0001568847,0.00008701166,0.0001703731,0.00003558983,0.00003458637,0.00003180788,0.0005572785],"category_scores_gemma":[0.00002531765,0.0000789066,0.00005549625,0.000138135,0.00007121804,0.00004249528,0.00003705574,0.0000997127,0.00001538096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009325246,"about_ca_system_score_gemma":0.00005449906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223075,"about_ca_topic_score_gemma":0.0001932289,"domain_scores_codex":[0.9991793,0.00002070378,0.0002186648,0.0002538447,0.0001412624,0.0001862394],"domain_scores_gemma":[0.9996236,0.00001323433,0.00003899444,0.0001475351,0.00006486694,0.0001117696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002976239,0.0005484287,0.9967745,0.0001728833,0.00006107338,0.00003574966,0.0009588455,1.406225e-7,0.00002659001,0.0004513699,0.00007706583,0.0005957632],"study_design_scores_gemma":[0.001808365,0.000775692,0.9713712,0.00006596874,0.00001006206,0.00004296868,0.0003682208,0.00001727835,0.00009253669,0.000162154,0.02522879,0.00005676298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941557,0.0004104815,0.0000220224,0.000103209,0.0002026179,0.0004569856,0.0001370438,0.00005035807,0.004461595],"genre_scores_gemma":[0.9602097,0.00003421888,0.00006043427,0.0001359141,0.00004661647,0.00009255519,0.000009266378,0.000005682198,0.03940564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03494405,"threshold_uncertainty_score":0.6101809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091887861740552,"score_gpt":0.3693209892073923,"score_spread":0.3484021105899868,"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."}}