{"id":"W1988659725","doi":"10.1097/01.aog.0000228511.42529.a5","title":"Cumulative Economic Implications of Initial Method of Delivery","year":2006,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Vaginal delivery; Cesarean delivery; Obstetrics; Population; Labor induction; Cephalic presentation; Gynecology; Pregnancy; Oxytocin","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":[0.00008069934,0.00004148417,0.0001813308,0.0001161649,0.00002252252,0.000001198839,0.00002699896,0.00005594045,0.000335823],"category_scores_gemma":[0.0001639103,0.00003735378,0.00004606283,0.0000705663,0.00004789786,0.00001760272,0.00002542347,0.00004658197,0.000004310353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002921346,"about_ca_system_score_gemma":0.00004302493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006612613,"about_ca_topic_score_gemma":0.00008388343,"domain_scores_codex":[0.9995162,0.00002410887,0.00027639,0.00008161184,0.0000251054,0.00007658764],"domain_scores_gemma":[0.9985616,0.001136682,0.0001184899,0.00007754705,0.00007233419,0.00003330014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015275,0.0008674499,0.3768948,0.002134867,0.0001549724,0.00002603448,0.0002534411,0.0001404871,0.003770189,0.3034153,0.00123327,0.3109564],"study_design_scores_gemma":[0.001065754,0.0007078536,0.9424454,0.00002240706,0.00004224925,0.00004782254,0.00003425827,0.0006273664,0.00356972,0.008528074,0.04284682,0.00006228583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895066,0.0004812096,0.0009614267,0.0002989366,0.0002195557,0.0001145959,0.0001568559,0.000004621896,0.008256217],"genre_scores_gemma":[0.996367,0.00006860855,0.002396518,0.00005108819,0.00002096458,0.000006866191,0.00001624637,0.00000355461,0.001069181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5655506,"threshold_uncertainty_score":0.3677026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028183263932227,"score_gpt":0.3883978962544055,"score_spread":0.3481160636150832,"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."}}