{"id":"W3082599689","doi":"10.1016/j.joms.2020.08.037","title":"Does Supplemental Regional Anesthesia Decrease Length of Stay and Opioid Use for Patients Undergoing Head and Neck Microvascular Reconstruction?","year":2020,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Anesthesia; Opioid; Mann–Whitney U test; Surgery; Retrospective cohort study; Statistical significance; Complication; Analysis of variance; Cohort; Internal 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":[0.0002921144,0.0001641211,0.0006038655,0.0001463804,0.00008860876,0.00003167197,0.00002660575,0.00008188938,0.00002697534],"category_scores_gemma":[0.0002525126,0.0001095933,0.000273975,0.00008051683,0.0002126326,0.0004038007,0.00002380541,0.0001170254,6.487427e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002067002,"about_ca_system_score_gemma":0.0001396142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005488507,"about_ca_topic_score_gemma":0.000007570108,"domain_scores_codex":[0.9988859,0.00004209548,0.0005456723,0.000192379,0.0001676347,0.0001663044],"domain_scores_gemma":[0.9989842,0.00009591899,0.0003288002,0.00006283406,0.0002367826,0.0002914189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268045,0.00009596076,0.8614741,0.000239828,0.0003056694,0.00004604659,0.0001098825,5.999988e-8,0.003421904,0.00004565169,0.0004093136,0.1325835],"study_design_scores_gemma":[0.008169681,0.002292214,0.6471074,0.0009018054,0.0008852994,0.00504167,0.0009483515,0.00001783214,0.03982387,0.001298518,0.2928438,0.0006696278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982036,0.0004986041,0.0001328177,0.0007412534,0.0001191259,0.0002689076,0.00002362198,0.00001019088,0.000001889586],"genre_scores_gemma":[0.9801076,0.005900461,0.01319667,0.0006459157,0.00007379821,0.00000506376,0.00003292336,0.00002500279,0.00001257723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2924344,"threshold_uncertainty_score":0.4469086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255820872189168,"score_gpt":0.2509206770324179,"score_spread":0.2253385898135011,"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."}}