{"id":"W3162694811","doi":"10.1186/s12916-021-01973-y","title":"Associations of sleep apnoea with glaucoma and age-related macular degeneration: an analysis in the United Kingdom Biobank and the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; Northwest Regional Development Agency; Diabetes UK; Wellcome Trust; British Heart Foundation; Government of Canada","keywords":"Medicine; Hazard ratio; Glaucoma; Incidence (geometry); Biobank; Confidence interval; Macular degeneration; Sleep apnea; Proportional hazards model; Pediatrics; Sleep (system call); Ophthalmology; Internal medicine; Bioinformatics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001662886,0.0001362497,0.0004452412,0.0006638019,0.0002452526,0.00003419585,0.0001018073,0.00005587915,0.00005427939],"category_scores_gemma":[0.0006605324,0.00007021422,0.00003360966,0.00268543,0.0004546901,0.00004190384,0.00002653388,0.0003163473,4.585173e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318219,"about_ca_system_score_gemma":0.0001174109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1155012,"about_ca_topic_score_gemma":0.6658303,"domain_scores_codex":[0.9977599,0.0007535636,0.0003166642,0.0003029603,0.0006511919,0.000215746],"domain_scores_gemma":[0.9985418,0.0004708869,0.00009931126,0.0004360346,0.0002968611,0.0001551285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009024834,0.0001120855,0.991919,0.00001263955,0.0005955888,0.0003144047,0.003920693,0.00006152369,0.000120358,0.00270154,0.000005047252,0.0001468994],"study_design_scores_gemma":[0.006192318,0.0004259095,0.9773999,0.00004033692,0.001532209,0.00004662509,0.00552602,0.008653876,0.00005765738,0.00004661115,0.00001197955,0.00006660107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939835,0.0002387089,0.000161681,0.004704939,0.0000254676,0.0006221365,0.000008727749,0.000007979552,0.0002468528],"genre_scores_gemma":[0.9992421,0.000005414457,0.0001554019,0.000273321,0.0000660384,0.00002125207,0.0002056807,0.00001130463,0.00001949936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.550329,"threshold_uncertainty_score":0.8903887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08888312611796247,"score_gpt":0.3581155742235981,"score_spread":0.2692324481056357,"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."}}