{"id":"W2605561272","doi":"10.5152/tjar.2017.09032","title":"Programmed Intermittent Epidural Boluses (PIEB): A Superior Technique for Maitenance of Labor Analgesia","year":2017,"lang":"en","type":"article","venue":"Türk anestezi ve reanimasyon dergisi","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Anesthesia; Medicine","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":[0.0003526048,0.000248127,0.0005967832,0.0001288053,0.0002717442,0.00006620883,0.0003488411,0.0001442153,0.0002000777],"category_scores_gemma":[0.0002758829,0.0002015262,0.0003317021,0.0000953041,0.0002332795,0.0001897346,0.0001067761,0.000188368,0.0000219715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007158385,"about_ca_system_score_gemma":0.0001125155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005677936,"about_ca_topic_score_gemma":0.0001328566,"domain_scores_codex":[0.9982072,0.0000405666,0.0006661505,0.0003736894,0.0002494298,0.0004629528],"domain_scores_gemma":[0.998136,0.00006528475,0.0004425016,0.0007516075,0.0003736914,0.0002308988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01382296,0.00455,0.4838562,0.05344269,0.0009162853,0.00217915,0.001789162,0.000002762184,0.1496976,0.0251484,0.007704331,0.2568905],"study_design_scores_gemma":[0.003571641,0.003715594,0.7334414,0.003431133,0.0001730019,0.001762641,0.0002339417,0.0002281928,0.07506598,0.000579981,0.1773138,0.0004827057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902754,0.0008712648,0.0008332055,0.003781758,0.0002451159,0.002361004,0.0002147149,0.0001111994,0.001306282],"genre_scores_gemma":[0.9847886,0.0001587327,0.004854942,0.0001996184,0.0001966996,0.000680441,0.00004039888,0.00004712099,0.009033473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2564078,"threshold_uncertainty_score":0.8217999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393941920114813,"score_gpt":0.3671976665839135,"score_spread":0.3278034745724321,"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."}}