{"id":"W4379347366","doi":"10.1017/cjn.2023.237","title":"P.149 Enhanced Recovery after Surgery (ERAS) in Anterior Cervical Discectomy and Fusion (ACDF). A single center retrospective analysis of prospective collected data","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Medicine; Anterior cervical discectomy and fusion; Surgery; Dysphagia; Retrospective cohort study; Demographics; Single Center; Patient satisfaction; Cervical spine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002429541,0.0001347579,0.000245578,0.001405884,0.0003137651,0.0004969612,0.0003395939,0.0002381322,0.001366353],"category_scores_gemma":[0.005459728,0.0001358248,0.0004729507,0.002057645,0.0003679965,0.0004015934,0.0005456153,0.0002855364,0.000207849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359371,"about_ca_system_score_gemma":0.001155113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198353,"about_ca_topic_score_gemma":0.003720137,"domain_scores_codex":[0.9974371,0.0006266556,0.0007532593,0.0003597102,0.0006638412,0.0001593966],"domain_scores_gemma":[0.991791,0.00165118,0.005087251,0.0003336372,0.0007952594,0.0003417744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108216,0.00003464674,0.994868,0.0001522982,0.00005472292,0.0002616911,0.00007577337,0.00001845822,0.00009615462,0.00003354189,0.000354668,0.003939035],"study_design_scores_gemma":[0.00001072053,0.0002978076,0.9967461,0.0000813424,0.00005403906,0.001510183,0.0002655557,0.00009128372,0.0000841371,0.00002377085,0.0008292318,0.000005786793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920472,0.003871215,0.0004513501,0.0001764761,0.00003294599,0.0002145314,0.002191326,0.000007904141,0.001007013],"genre_scores_gemma":[0.9969817,0.000815709,0.0004056073,0.00007650592,0.00002519003,0.0001313037,0.00141457,0.00000325207,0.000146217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003198353,"threshold_uncertainty_score":0.01284879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191707533372549,"score_gpt":0.274396605842389,"score_spread":0.2424795305086635,"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."}}