{"id":"W4214775279","doi":"10.7759/cureus.22599","title":"Patient Preferences for Outcomes Associated With Labor Epidural Analgesia","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Dalhousie University; Izaak Walton Killam Health Centre","funders":"IWK Health Centre","keywords":"Medicine; Childbirth; Cohort; Pain relief; Pregnancy; Postpartum period; Patient satisfaction; Cohort study; Obstetrics; Labor pain; Physical therapy; Nursing; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008394817,0.00006671423,0.0001506621,0.00002437509,0.000150445,0.00000614489,0.000050654,0.00001652744,0.001832469],"category_scores_gemma":[0.00004821813,0.00004505835,0.00006076306,0.0000752858,0.00001485174,0.0000264951,0.00003187871,0.00008813896,0.00000396856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000826408,"about_ca_system_score_gemma":0.00004474976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024892,"about_ca_topic_score_gemma":0.0001781826,"domain_scores_codex":[0.9993933,0.0000305713,0.0001547095,0.0001096636,0.0001610369,0.0001506838],"domain_scores_gemma":[0.9996501,0.00004518721,0.000075216,0.00009345614,0.00006646663,0.00006964139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006872883,0.0009265261,0.9777969,0.0004877001,0.0003227963,0.00004910381,0.0009089965,0.00001546781,0.00004338815,0.002242597,0.007196952,0.009322358],"study_design_scores_gemma":[0.00105743,0.003634074,0.9169191,0.00006373954,0.00004400648,0.00002064087,0.0003895054,0.0001081095,0.0001319813,0.0004626291,0.07707271,0.00009609733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961512,0.0002616719,0.00002141248,0.001632955,0.0002240676,0.0003667011,0.0005722801,0.00004036351,0.0007293546],"genre_scores_gemma":[0.9902255,0.000003773904,0.0001578545,0.000642058,0.0000208491,0.0002715364,0.0001096103,0.000008304188,0.008560525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06987575,"threshold_uncertainty_score":0.99908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709485242206687,"score_gpt":0.3401528581800243,"score_spread":0.2930580057579574,"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."}}