{"id":"W4318499699","doi":"10.1136/thorax-2022-219574","title":"Association of clinically significant obstructive sleep apnoea with risks of contracting COVID-19 and serious COVID-19 complications: a retrospective population-based study of health administrative data","year":2023,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Sciences Centre; University Health Network; University of Toronto; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Calgary; Ottawa Hospital; Libin Cardiovascular Institute of Alberta; University of Ottawa","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Retrospective cohort study; Hazard ratio; Population; Internal medicine; Intensive care unit; Continuous positive airway pressure; Positive airway pressure; Cohort study; Emergency medicine; Pediatrics; Confidence interval; Obstructive sleep apnea","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003954609,0.0002166457,0.001033726,0.0003345173,0.0002207733,0.00001557234,0.0002895316,0.0001238568,0.00001995024],"category_scores_gemma":[0.01472823,0.0001941079,0.00005523097,0.001200007,0.0002628357,0.0001415223,0.0001492196,0.0004206877,0.000002661727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031922,"about_ca_system_score_gemma":0.001261458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007052405,"about_ca_topic_score_gemma":0.001056169,"domain_scores_codex":[0.9954606,0.001027389,0.001379288,0.0007136118,0.00108783,0.000331283],"domain_scores_gemma":[0.9914511,0.003902663,0.002399224,0.0009401139,0.0009005292,0.0004063273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001911958,0.0008726845,0.9899186,0.0005031496,0.0006936219,0.00001337807,0.003022937,0.0003641119,0.0007035355,0.0002291592,0.00003177215,0.001735118],"study_design_scores_gemma":[0.005511255,0.003642273,0.9691634,0.00006328032,0.0002554017,0.000004977238,0.0168006,0.003898792,0.0001317682,0.0003743274,0.00001161846,0.0001423242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878382,0.0000378139,0.003425355,0.003453708,0.00004099399,0.003569271,0.001469798,0.00007970062,0.00008515776],"genre_scores_gemma":[0.9970182,0.00001171254,0.001994809,0.0001740334,0.00002745429,0.00008249034,0.0006449176,0.00003188343,0.00001445636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02075519,"threshold_uncertainty_score":0.9995597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2374153433587539,"score_gpt":0.4973743181342406,"score_spread":0.2599589747754867,"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."}}