{"id":"W4407720909","doi":"10.1097/01.aoa.0001097680.97351.95","title":"An Innovative Approach to Determine Programmed Intermittent Epidural Bolus Pump Settings for Labor Analgesia: A Randomized Controlled Trial","year":2025,"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":"Dalhousie University","funders":"","keywords":"Medicine; Bolus (digestion); Randomized controlled trial; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009801886,0.002435203,0.006211121,0.001059888,0.0006540452,0.001888898,0.001654927,0.004269937,0.009423426],"category_scores_gemma":[0.01330464,0.001219152,0.003586669,0.001049827,0.001904239,0.002450137,0.001123217,0.003733978,0.001300415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198984,"about_ca_system_score_gemma":0.001969238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00060824,"about_ca_topic_score_gemma":0.0009085248,"domain_scores_codex":[0.9911398,0.005929031,0.0008583552,0.001043947,0.0006083327,0.000420435],"domain_scores_gemma":[0.9926153,0.004497841,0.001300367,0.0004953779,0.000475874,0.0006151687],"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":[0.9832546,0.003989859,0.000415474,0.00101589,0.001894551,0.00002012433,0.00005582127,0.0001848348,0.0006032764,0.0003607003,0.0003076052,0.00789726],"study_design_scores_gemma":[0.966674,0.03071364,0.0004799993,0.00006725707,0.0007968677,0.000008575128,0.00001651414,0.0005462296,0.0001187807,0.0002255737,0.0003382608,0.00001433475],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125972,0.01817148,0.01677429,0.003043118,0.006816771,0.1337359,0.002103045,0.0007446381,0.006013629],"genre_scores_gemma":[0.8196592,0.002923226,0.03007416,0.00340346,0.001857889,0.1381232,0.000610487,0.00007203527,0.003276231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009801886,"threshold_uncertainty_score":0.05183792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522088298065488,"score_gpt":0.2799070762049514,"score_spread":0.2646861932242965,"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."}}