{"id":"W2135800795","doi":"10.1213/ane.0b013e318269cfd7","title":"Society for Ambulatory Anesthesia Consensus Statement on Preoperative Selection of Adult Patients with Obstructive Sleep Apnea Scheduled for Ambulatory Surgery","year":2012,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Perioperative; Guideline; Intensive care medicine; Surgery; Anesthesia","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"],"consensus_categories":[],"category_scores_codex":[0.0007307939,0.0005491123,0.0009910109,0.0003077039,0.0003122768,0.00002892708,0.0001443268,0.000274484,0.00005326577],"category_scores_gemma":[0.0002046205,0.0004532824,0.0005967292,0.0005166257,0.000426043,0.0002605625,0.00001726006,0.0003153553,0.00001207338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005378267,"about_ca_system_score_gemma":0.0002483171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003810965,"about_ca_topic_score_gemma":0.000006249559,"domain_scores_codex":[0.9963569,0.0001973215,0.0007913519,0.0006944831,0.0009438369,0.001016083],"domain_scores_gemma":[0.9954239,0.0008595395,0.0005429429,0.0004843059,0.002276133,0.0004132369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008556382,0.001780949,0.9755018,0.0008098694,0.001858111,0.00001793937,0.001327857,0.00007939785,0.00141073,0.003206566,0.001545174,0.003905203],"study_design_scores_gemma":[0.00594278,0.002664968,0.953642,0.0001587403,0.0007512199,0.000133114,0.001349505,0.002421949,0.03157809,0.00006952716,0.000668932,0.0006191579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937933,0.0001212647,0.00103548,0.0008761663,0.00005231439,0.003975295,0.00002594646,0.00008928394,0.00003092277],"genre_scores_gemma":[0.9892401,0.000005631089,0.008777101,0.0006821809,0.000210576,0.0006617912,0.0002110637,0.0001421267,0.0000694835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03016736,"threshold_uncertainty_score":0.9997919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752499093092792,"score_gpt":0.2733269538031888,"score_spread":0.2558019628722609,"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."}}