{"id":"W2168956825","doi":"10.1007/s10995-013-1229-6","title":"Maternal, Care Provider, and Institutional-Level Risk Factors for Early Term Elective Repeat Cesarean Delivery: A Population-Based Cohort Study","year":2013,"lang":"en","type":"article","venue":"Maternal and Child Health Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Medicine; Cohort; Population; Cohort study; Cesarean delivery; Obstetrics; Pregnancy; Emergency medicine; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002886565,0.0002491624,0.000426478,0.0001878882,0.001085209,0.0001961717,0.00008426115,0.00007084804,0.0002152343],"category_scores_gemma":[0.00002874055,0.0001756627,0.0001069344,0.00005942748,0.00004541103,0.000242372,0.0000379247,0.0004112284,0.000006884161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317318,"about_ca_system_score_gemma":0.0001532551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03797831,"about_ca_topic_score_gemma":0.0006214287,"domain_scores_codex":[0.9981236,0.0001112475,0.0006894716,0.0003222663,0.0003441877,0.0004092485],"domain_scores_gemma":[0.9985643,0.00004158878,0.0004233898,0.0001281931,0.0002863374,0.0005562087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003899957,0.0001314735,0.9889416,0.001443512,0.00008749212,0.00001936306,0.0006268805,0.0000053957,0.000002200637,0.00001495598,0.00005447955,0.008282637],"study_design_scores_gemma":[0.002983892,0.002176618,0.9921254,0.000771911,0.00005218045,0.0005909207,0.0002636105,0.0001700908,0.00004108421,0.00012786,0.0005432151,0.0001532209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915719,0.00044036,0.0002282028,0.0006665782,0.0002570964,0.006417643,0.0003305415,0.0000339825,0.0000537111],"genre_scores_gemma":[0.997678,0.0001443056,0.0003658944,0.0004499939,0.0002803632,0.0005631024,0.00003531701,0.00002532177,0.0004577226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03735689,"threshold_uncertainty_score":0.9684279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527503257723946,"score_gpt":0.3150171519437945,"score_spread":0.2897421193665551,"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."}}