{"id":"W4310552040","doi":"10.1097/01.aoa.0000891732.16451.a4","title":"Programmed Intermittent Epidural Bolus for Labor Analgesia: A Randomized Controlled Trial Comparing Bolus Delivery Speeds of 125 mL/hr Versus 250 mL/hr","year":2022,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Bolus (digestion); Anesthesia; Local anesthetic; Demographics; Epidural block; Anesthetic; Randomized controlled trial; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002901044,0.0006918646,0.004171892,0.0009465024,0.0004308219,0.00008912836,0.0006156234,0.0001884107,0.0001941273],"category_scores_gemma":[0.001561521,0.0005761991,0.001750241,0.001424318,0.000316167,0.0001335013,0.0001427607,0.0005004134,0.00002276337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736374,"about_ca_system_score_gemma":0.0003630766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774897,"about_ca_topic_score_gemma":0.000007291301,"domain_scores_codex":[0.993929,0.00106573,0.00192321,0.000819739,0.001264965,0.0009973531],"domain_scores_gemma":[0.9923495,0.004881305,0.001183521,0.0008465335,0.0003689044,0.0003702167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9755884,0.001704551,0.008979165,0.0003189979,0.001562593,0.0009324697,0.0005620422,0.0002651603,0.00002060925,0.001971912,0.002216726,0.00587739],"study_design_scores_gemma":[0.940153,0.003469111,0.006715233,0.0001134187,0.003164852,0.0002113928,0.002006473,0.006833633,0.0000358371,0.00004152459,0.03666693,0.000588582],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684451,0.004270325,0.0002298626,0.004028305,0.0007885294,0.02007776,0.000006346997,0.0002755717,0.00187818],"genre_scores_gemma":[0.9894575,0.0001871736,0.0006888044,0.001241361,0.0003816698,0.00396203,0.0002133769,0.0001180724,0.003749996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03543537,"threshold_uncertainty_score":0.999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713436067037087,"score_gpt":0.2704408857355559,"score_spread":0.243306525065185,"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."}}