{"id":"W4387633232","doi":"10.21203/rs.3.rs-3321982/v1","title":"Vaginal Uncomplicated Delivery Rate as a Quality Indicator Compared to Cesarean Delivery Rate: A Quantitative Analysis of a Population Database","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Vaginal delivery; Obstetrics; Population; Obstetrics and gynaecology; Cesarean delivery; Forceps delivery; Pregnancy; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00875416,0.0001816034,0.0005320842,0.003682776,0.0003366083,0.001206278,0.0006924929,0.0004223627,0.001004345],"category_scores_gemma":[0.03086257,0.0002372075,0.0009565618,0.005506834,0.000432568,0.0007506154,0.000915495,0.0005419767,0.0001519264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351337,"about_ca_system_score_gemma":0.0009881854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682624,"about_ca_topic_score_gemma":0.01177497,"domain_scores_codex":[0.9873751,0.005537639,0.002083408,0.001603906,0.002987111,0.0004128835],"domain_scores_gemma":[0.9581596,0.016497,0.01699456,0.002370368,0.004835291,0.001143143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008663175,0.00001423037,0.9986349,0.00002672953,0.0001835546,0.00001290873,0.00007206456,0.0000687637,0.00003940273,0.00002280805,0.0001052189,0.0007327226],"study_design_scores_gemma":[0.000009701294,0.0000828211,0.9984789,0.00001650748,0.0000639378,0.00008523314,0.0002930195,0.0007495528,0.00004521339,0.00001887831,0.0001475428,0.000008525918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993964,0.0003570183,0.0006912596,0.00007631836,0.000005780749,0.00006116705,0.004437585,0.00001261051,0.0003941985],"genre_scores_gemma":[0.9970714,0.0000899564,0.0003672276,0.00002632805,0.000006433043,0.00007325179,0.002301616,0.000004019507,0.00005977115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01682624,"threshold_uncertainty_score":0.04629701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3151816300059314,"score_gpt":0.5459431111755626,"score_spread":0.2307614811696312,"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."}}