{"id":"W4386915336","doi":"10.1097/aog.0000000000005323","title":"Patient-Led Approaches to a Vaginal Birth After Cesarean Delivery Calculator","year":2023,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Child Health and Human Development; Office of Research on Women's Health; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute of Development Administration","keywords":"Calculator; Context (archaeology); Ethnic group; Medicine; Thematic analysis; Family medicine; Vaginal birth; Obstetrics; Demography; Pregnancy; Computer science; Geography; Qualitative research; Political science","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":[0.01473888,0.0004290694,0.0001954802,0.000784635,0.003627622,0.003171837,0.001993227,0.001036664,0.006825985],"category_scores_gemma":[0.03002711,0.0002688714,0.0003827733,0.0005238671,0.003480137,0.001764588,0.005039073,0.002252398,0.0007461893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002795284,"about_ca_system_score_gemma":0.006932559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576875,"about_ca_topic_score_gemma":0.002764083,"domain_scores_codex":[0.9697943,0.02706316,0.0005065584,0.0005903867,0.0012983,0.0007472902],"domain_scores_gemma":[0.9759448,0.01782835,0.001956953,0.0008566317,0.00131372,0.002099595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003252436,0.000640207,0.05051156,0.0007606446,0.0000557992,0.003445639,0.74209,0.002091502,0.002616331,0.0176028,0.009482865,0.1703775],"study_design_scores_gemma":[0.0001237627,0.001651186,0.01480314,0.001291477,0.00006838801,0.004663842,0.7813883,0.00685076,0.00379547,0.01735402,0.1678102,0.0001994578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527779,0.0006563185,0.07144516,0.02658214,0.0002413123,0.001432139,0.0003605931,0.0004853912,0.046019],"genre_scores_gemma":[0.961644,0.0004622022,0.03282947,0.001305439,0.00005300572,0.0006189005,0.00009025472,0.00004527994,0.002951507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473888,"threshold_uncertainty_score":0.07794756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657005985374105,"score_gpt":0.2827679754949309,"score_spread":0.2261979156411898,"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."}}