{"id":"W2991780963","doi":"10.1097/gox.0000000000002105","title":"Epidural Nerve Blocks Increase Intraoperative Vasopressor Consumption and Delay Surgical Start Time in Deep Inferior Epigastric Perforator Free Flap Breast Reconstruction","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Surgery; Breast reconstruction; Tissue expander; Anesthesia; Breast cancer","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001061912,0.0004724285,0.001168944,0.0002966579,0.0001410137,0.0001817416,0.0002478071,0.0002386764,0.002503591],"category_scores_gemma":[0.0004404796,0.0004261947,0.0001526131,0.0005226686,0.0004221652,0.0007716062,0.0002947948,0.0003893078,0.0002910273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004373446,"about_ca_system_score_gemma":0.0003745298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005179463,"about_ca_topic_score_gemma":0.0001090499,"domain_scores_codex":[0.9967972,0.0005498084,0.0008405941,0.0008461206,0.0003575121,0.0006087594],"domain_scores_gemma":[0.9970388,0.001616907,0.0003089776,0.0004374327,0.0002291099,0.0003687499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002610461,0.0001295166,0.9688191,0.00008148163,0.0002399477,0.0004599492,0.00006055156,0.00005990493,0.00006746796,0.0005083465,0.0002479792,0.0267153],"study_design_scores_gemma":[0.005177188,0.0003918388,0.9681538,0.0007797691,0.0002809841,0.01392453,0.0005178314,0.008965259,0.00006711389,0.0005370891,0.0005186145,0.0006859857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950839,0.000150299,0.00005373799,0.000239624,0.0003647979,0.001762557,0.0001333945,0.00005426756,0.002157416],"genre_scores_gemma":[0.9976347,0.00007618345,0.001630452,0.000146055,0.0001080884,0.0001041723,0.0001206563,0.00002877784,0.0001509051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602932,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206775871828228,"score_gpt":0.2417549075773458,"score_spread":0.2296871488590636,"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."}}