{"id":"W2162002868","doi":"10.1093/sleep/31.3.411","title":"Cardiovascular Disease and Health-Care Utilization in Snorers: a Population Survey","year":2008,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Humber River Regional Hospital; University Health Network; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Semmelweis Egyetem; Hungarian Scientific Research Fund; Fonds National de la Recherche Luxembourg","keywords":"Medicine; Disease; Health care; Population; Intensive care medicine; Environmental health; Internal medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003608118,0.00008912913,0.0002234876,0.0001730174,0.00008096654,0.000007272855,0.00003395472,0.00004038625,0.00002351934],"category_scores_gemma":[0.0002010718,0.00008701928,0.00006543334,0.0003315014,0.00005520029,0.0000867551,0.00003420646,0.0001151819,0.000009164428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311764,"about_ca_system_score_gemma":0.00004057513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362977,"about_ca_topic_score_gemma":0.0003393807,"domain_scores_codex":[0.9987376,0.0001864077,0.0001703618,0.0002741694,0.0004151401,0.0002162681],"domain_scores_gemma":[0.9993416,0.00001690027,0.00002588763,0.0002883265,0.0001115774,0.0002156763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001218104,0.00003911159,0.9547396,0.0001006338,0.00005591098,0.00005319918,0.0004634774,0.00007771139,0.000004400989,0.0000269588,0.00001932616,0.04429788],"study_design_scores_gemma":[0.001279074,0.00006172554,0.9964125,0.00002303462,0.00002296077,0.00001193336,0.0001235417,0.001786964,0.00001231735,0.000016678,0.0001808033,0.00006846948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989794,0.008682667,0.0004196604,0.0002684944,0.00006183834,0.0006114189,0.00001755169,0.00002988492,0.000114456],"genre_scores_gemma":[0.9989944,0.0002262432,0.0001555061,0.00007850644,0.00005219331,0.00001871247,0.0004445681,0.00001775173,0.00001210775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04422941,"threshold_uncertainty_score":0.357213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822945006481318,"score_gpt":0.3407985932158515,"score_spread":0.2585040925677197,"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."}}