{"id":"W2938917808","doi":"10.1093/sleep/zsz067.475","title":"0477 Americas Prevalence of OSA in Adults: Estimation Using Currently Available Data","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Epidemiology; Body mass index; Demography; Population; Estimation; Obstructive sleep apnea; Gerontology; Pediatrics; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000311673,0.000101113,0.0002325545,0.0001794368,0.0000159813,0.000008112437,0.0002825516,0.00004655974,0.001392523],"category_scores_gemma":[0.000354814,0.00009549108,0.00002680341,0.0004223544,0.00009293467,0.0003202511,0.0002468968,0.000201566,0.0004848868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154101,"about_ca_system_score_gemma":0.00004301895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380202,"about_ca_topic_score_gemma":0.00000467004,"domain_scores_codex":[0.9985594,0.00005925916,0.000281463,0.0003902618,0.0004528107,0.0002567927],"domain_scores_gemma":[0.9986909,0.00005579413,0.0001127746,0.0009459472,0.0001239737,0.00007060728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003867077,0.00033444,0.9056045,0.002477434,0.00004012547,0.00001531466,0.0003004262,0.0003197304,0.01950062,0.00005883692,0.0001158605,0.07084599],"study_design_scores_gemma":[0.003146354,0.0003075087,0.1227453,0.0009890416,0.00007921139,0.00002470782,0.0002340885,0.8653703,0.006584141,0.00004547466,0.0002885354,0.0001852974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956197,0.0005777134,0.001197773,0.00005516439,0.0001692982,0.0006535417,0.00006721445,0.00001923006,0.00164041],"genre_scores_gemma":[0.9900088,0.00004067219,0.009586932,0.00001642093,0.00003460405,0.000005007233,0.00008304451,0.00001711394,0.0002074409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8650506,"threshold_uncertainty_score":0.9995204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05611074808296905,"score_gpt":0.3578563387493078,"score_spread":0.3017455906663388,"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."}}