{"id":"W2898842225","doi":"10.1016/j.anclin.2018.07.004","title":"Preoperative Evaluation","year":2018,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; London Health Sciences Centre; University of Toronto; University Health Network; Victoria Hospital; Western University","funders":"University Health Network Foundation; Ontario Ministry of Health and Long-Term Care; Medtronic; Anesthesia Patient Safety Foundation","keywords":"Medicine; American society of anesthesiologists; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002094549,0.0006911261,0.0006967876,0.001758766,0.0003905218,0.0008420143,0.0003697921,0.0006954001,0.01995387],"category_scores_gemma":[0.002305691,0.0001585701,0.000470177,0.0007337578,0.000245667,0.0008761658,0.0005564314,0.001037047,0.003698136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019623,"about_ca_system_score_gemma":0.001586338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009165674,"about_ca_topic_score_gemma":0.002529584,"domain_scores_codex":[0.99981,0.00003424767,0.00003960988,0.00003033249,0.00005475659,0.00003109068],"domain_scores_gemma":[0.9994767,0.0002036212,0.00007817154,0.00002486473,0.0001356142,0.00008101073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001628201,0.0001139039,0.005954291,0.008314502,0.0001112261,0.004139138,0.000114805,0.0001977259,0.001309466,0.001138653,0.09936753,0.879076],"study_design_scores_gemma":[0.0002469167,0.0003633703,0.03317927,0.03593335,0.0009656881,0.06503148,0.001085065,0.0006195714,0.002549571,0.006376822,0.8534922,0.0001565599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007861501,0.9075081,0.007368403,0.007709235,0.005479159,0.0002351883,0.0009290408,0.000284465,0.06262493],"genre_scores_gemma":[0.1109215,0.8298724,0.01453627,0.0111986,0.007800235,0.0003129672,0.003022947,0.0000596698,0.02227534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01995387,"threshold_uncertainty_score":0.06675237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1824817302609895,"score_gpt":0.4882553695873139,"score_spread":0.3057736393263244,"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."}}