{"id":"W2109926714","doi":"10.1093/europace/eun078","title":"It's time to wake up!: sleep apnea and cardiac arrhythmias","year":2008,"lang":"en","type":"review","venue":"EP Europace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Sleep apnea; Cardiology; Apnea; Wake; Sleep (system call); Internal medicine; Anesthesia; Mechanics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000351057,0.0007139455,0.002702501,0.0004928896,0.0001462614,0.00005807912,0.0002721866,0.0003145374,0.0007977116],"category_scores_gemma":[0.0008805071,0.0005917751,0.0005912082,0.0008550421,0.000225489,0.00007285712,0.0004566782,0.0011283,0.01606412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536338,"about_ca_system_score_gemma":0.0001596703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008238851,"about_ca_topic_score_gemma":3.902368e-7,"domain_scores_codex":[0.9961782,0.0005243386,0.0005765494,0.001055084,0.0008748736,0.0007909231],"domain_scores_gemma":[0.9972275,0.0003956086,0.0001754908,0.001125087,0.0002363709,0.000839953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003043269,0.00002845222,0.00000992267,0.004569531,0.000398642,0.001060692,0.0001566429,1.866525e-7,0.00001096001,0.00001144609,0.02368439,0.9700387],"study_design_scores_gemma":[0.0003742278,0.0002362913,0.00004913511,0.0016863,0.0005840506,0.001373834,0.00001511675,0.00001984719,0.000007090853,9.319559e-7,0.995176,0.0004772054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002504336,0.9693213,0.00004960512,0.000887991,0.0005115339,0.002122561,0.0001097289,0.0001260613,0.02684625],"genre_scores_gemma":[0.00000428607,0.948077,0.0004702762,0.0001921002,0.00122455,0.00009589809,0.0001021394,0.0002521354,0.04958159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9714916,"threshold_uncertainty_score":0.9996533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527429434589326,"score_gpt":0.3312794426340091,"score_spread":0.2960051482881159,"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."}}