{"id":"W2027715788","doi":"10.4021/jocmr810w","title":"Risk Factors Associated With Epidural Use","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds; Odds ratio; Birth certificate; Obstetrics; Population; Demography; Logistic regression; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001943695,0.0001195983,0.0001082957,0.0004341541,0.0001899424,0.0002609765,0.0001498294,0.0002140599,0.002439459],"category_scores_gemma":[0.001699667,0.00007952575,0.0001980216,0.0005405467,0.0001442394,0.0001378254,0.0001745741,0.0003273261,0.0001269309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122072,"about_ca_system_score_gemma":0.0004900729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004207541,"about_ca_topic_score_gemma":0.004496572,"domain_scores_codex":[0.9998449,0.00003158091,0.00002313865,0.00002468882,0.00003908539,0.00003661075],"domain_scores_gemma":[0.9990233,0.0001458739,0.0006370902,0.00002782844,0.00005526988,0.0001106247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003982484,0.00003222565,0.9976785,0.00001201362,0.00001971743,0.0001011098,0.00002657791,0.00002468038,0.0001125393,0.00003796124,0.00008441892,0.001830523],"study_design_scores_gemma":[0.000003368808,0.00006082263,0.9986417,0.00002370866,0.00002103562,0.0005881877,0.00008666374,0.0001490028,0.0001184808,0.00003707367,0.000267688,0.000002305615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974025,0.0009175331,0.0001091546,0.0001616404,0.000006410874,0.000009346198,0.0003368816,0.000003684293,0.001052801],"genre_scores_gemma":[0.9992084,0.0002915914,0.0001456245,0.00002474082,0.000008926465,0.000005922752,0.0001620276,0.000001139108,0.0001516911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004207541,"threshold_uncertainty_score":0.008366108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6472358271104741,"score_gpt":0.6393022306333883,"score_spread":0.007933596477085803,"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."}}