{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002712856,0.0001455445,0.0002833056,0.0006022195,0.000235557,0.0008857247,0.0002031138,0.0003149081,0.002538252],"category_scores_gemma":[0.01865781,0.00007064662,0.0004086819,0.0007860733,0.000354072,0.000538929,0.0004383566,0.0006155047,0.0001644419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827906,"about_ca_system_score_gemma":0.0003692117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005686542,"about_ca_topic_score_gemma":0.0008557144,"domain_scores_codex":[0.9967435,0.001717947,0.000457905,0.0001697668,0.0006929765,0.0002178832],"domain_scores_gemma":[0.9809266,0.00838537,0.008425999,0.0002762325,0.0008551343,0.001130613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004122094,0.0001340073,0.9753676,0.0001601056,0.000117875,0.00009318264,0.00050884,0.0001718434,0.0002371804,0.000161251,0.0002629454,0.02237304],"study_design_scores_gemma":[0.00002614095,0.0009483377,0.994381,0.0001152124,0.00004994723,0.0005869934,0.001766661,0.0004860696,0.0001987392,0.0004215383,0.0009947673,0.00002459707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956246,0.001044467,0.0002728426,0.0005238468,0.00001709509,0.00004020968,0.0003661346,0.000003477003,0.002107322],"genre_scores_gemma":[0.9992062,0.0002425228,0.0002357272,0.00008307641,0.00001831015,0.00001960688,0.0001064551,0.000001046237,0.00008699726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002712856,"threshold_uncertainty_score":0.01434714,"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."}}