{"id":"W2091802695","doi":"10.1016/j.ijoa.2007.10.008","title":"Inadequate pain relief with labor epidurals: a multivariate analysis of associated factors","year":2008,"lang":"en","type":"article","venue":"International Journal of Obstetric Anesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"","keywords":"Medicine; Anesthesia; Pain relief; Logistic regression; Odds ratio; Labor pain; Cervical dilatation; Odds; Surgery; Pregnancy; Internal medicine; Cervix","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":[0.001012939,0.0001942492,0.000725119,0.001560892,0.00004615371,0.0000151585,0.0003294628,0.00009099626,0.0001147027],"category_scores_gemma":[0.001310263,0.0001326315,0.0003864107,0.001698009,0.00009910457,0.0001532332,0.00001276106,0.0002205753,0.000004136268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209034,"about_ca_system_score_gemma":0.0001660696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001125467,"about_ca_topic_score_gemma":0.000003689175,"domain_scores_codex":[0.9973453,0.0002835573,0.0008063503,0.0001609033,0.001212122,0.0001917319],"domain_scores_gemma":[0.99626,0.001033031,0.001156061,0.000178743,0.001227905,0.0001442447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004661186,0.0005604525,0.9837812,0.00001475625,0.005838262,0.004868899,0.00112968,0.001051218,0.00009670961,0.0001787423,0.0005557893,0.001458226],"study_design_scores_gemma":[0.001769802,0.0007717733,0.9890202,0.0001609551,0.001450746,0.0005421611,0.0004628256,0.001805387,0.0001696464,0.00002027756,0.003685896,0.0001403704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951537,0.0003279276,0.001876609,0.002331136,0.00004543191,0.0001313645,0.000002005758,0.00001810781,0.0001137265],"genre_scores_gemma":[0.9964848,0.0001924371,0.001388501,0.00113085,0.00005951123,0.000002027297,0.00002782733,0.00002101419,0.0006929956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005239013,"threshold_uncertainty_score":0.5408554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423110524797469,"score_gpt":0.2732342197448758,"score_spread":0.2490031144969012,"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."}}