{"id":"W2056278808","doi":"10.1378/chest.1824934","title":"Prevalence and Impact of Undiagnosed OSA in Patients Needing Coronary Artery Bypass Grafting","year":2014,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Bypass grafting; Session (web analytics); Artery; Internal medicine; Cardiology","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":[0.0004559372,0.0002105991,0.000301409,0.001156803,0.0005927848,0.0009297688,0.0004265023,0.0007367065,0.002889532],"category_scores_gemma":[0.004187045,0.0003475674,0.0005659708,0.0009608919,0.00040721,0.0009607029,0.0006196027,0.0009775474,0.0002281105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392881,"about_ca_system_score_gemma":0.0005355959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00903381,"about_ca_topic_score_gemma":0.01117654,"domain_scores_codex":[0.9994625,0.0001274033,0.00007625206,0.00008013752,0.0001194203,0.0001342955],"domain_scores_gemma":[0.9979729,0.0005291635,0.0007808032,0.00008045992,0.0001681441,0.0004685559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004073389,0.00004453259,0.9993038,0.000004245794,0.00001334609,0.00006293465,0.00004058351,0.000006606578,0.00004281436,0.000008964464,0.00002025235,0.0004112258],"study_design_scores_gemma":[0.000001999874,0.00005994325,0.9992169,0.000004035466,0.00001372996,0.00025416,0.0003227831,0.00006344289,0.000009584072,0.0000133803,0.0000371936,0.000002724236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987265,0.0003134408,0.00002552852,0.00007525471,0.00001063903,0.000005218524,0.00016131,0.000001763301,0.0006804373],"genre_scores_gemma":[0.9995139,0.0001763653,0.00003180326,0.00003078594,0.0000251118,0.000003212913,0.0001276964,7.929616e-7,0.0000903211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00903381,"threshold_uncertainty_score":0.01796246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873319923209074,"score_gpt":0.3019929001708356,"score_spread":0.2832597009387449,"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."}}