{"id":"W2092218545","doi":"10.1097/aln.0000000000000407","title":"A Matched Cohort Study of Postoperative Outcomes in Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Sleep apnea; Odds ratio; Positive airway pressure; Cohort; Internal medicine; Apnea; Risk factor; Anesthesia; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599559,0.0003440095,0.0004322322,0.0007424354,0.0006745867,0.0006514833,0.0004293057,0.0005469144,0.001278571],"category_scores_gemma":[0.003203809,0.0005914797,0.0009122164,0.001178643,0.0001999223,0.0004349726,0.0005469196,0.000759109,0.0001845217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431262,"about_ca_system_score_gemma":0.000693091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0173976,"about_ca_topic_score_gemma":0.01399126,"domain_scores_codex":[0.9987336,0.000348242,0.0001208577,0.0003700044,0.0002081706,0.0002192107],"domain_scores_gemma":[0.9984503,0.0002349073,0.000500233,0.0002960856,0.000212825,0.0003056079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005403163,0.00009497159,0.997919,0.00001047141,0.000285019,0.00009239685,0.00007016175,0.00002161212,0.0001621244,0.00003131762,0.0001188091,0.0006536883],"study_design_scores_gemma":[0.0000994462,0.0002958692,0.9984201,0.000008435435,0.0001846473,0.0001945915,0.0001588797,0.0002881171,0.00004520516,0.00003256062,0.0002660382,0.000006049463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988117,0.0002277089,0.0001628918,0.00002633771,0.00002012077,0.00003061289,0.0004996696,0.000002582742,0.0002183697],"genre_scores_gemma":[0.9991665,0.00008767995,0.0001131448,0.00002879916,0.00001147016,0.00003039866,0.0004324004,0.000001670842,0.0001279846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0173976,"threshold_uncertainty_score":0.03459263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664780903534737,"score_gpt":0.3013150251367202,"score_spread":0.2846672161013729,"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."}}