{"id":"W1996704221","doi":"10.1002/lary.20889","title":"The early postoperative course of surgical sleep apnea patients","year":2010,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Incidence (geometry); Apnea; Oxygen saturation; Respiratory monitoring; Anesthesia; Sleep apnea; Prospective cohort study; Retrospective cohort study; Polysomnography; Surgery; Respiratory system; Internal medicine; Oxygen","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":[0.0004438605,0.0002285978,0.0002452118,0.0004991274,0.0004186484,0.0006182324,0.0002866936,0.0005468352,0.001631073],"category_scores_gemma":[0.003172435,0.0002047709,0.0003079855,0.0004730508,0.0002324332,0.0005891984,0.0003543056,0.0007398504,0.0002683986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961325,"about_ca_system_score_gemma":0.0002876173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408563,"about_ca_topic_score_gemma":0.002336284,"domain_scores_codex":[0.9996077,0.00006662722,0.00006760124,0.00007270046,0.00008555627,0.00009980187],"domain_scores_gemma":[0.996343,0.0006485407,0.002125453,0.00009566121,0.0002726905,0.0005146948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005390922,0.00002332944,0.9992201,0.000003306856,0.000006821796,0.00006142592,0.00002082874,0.00000991121,0.00009883456,0.000002652199,0.00002074514,0.0004780335],"study_design_scores_gemma":[0.000002944102,0.000131709,0.999115,0.000005861465,0.000006856957,0.0004952444,0.00008649324,0.00005699673,0.00004976661,0.000006643057,0.00003977791,0.000002630445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995285,0.0001004236,0.00004269598,0.00002298961,0.000003892853,0.000006070033,0.0001254676,0.00000158274,0.0001684021],"genre_scores_gemma":[0.9994055,0.00008249109,0.00009242768,0.00002971863,0.000009820458,0.0000101567,0.000287707,0.000001095015,0.00008109323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001631073,"threshold_uncertainty_score":0.005456507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009041137052363852,"score_gpt":0.2869830285675465,"score_spread":0.2779418915151826,"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."}}