{"id":"W2327071967","doi":"10.5665/sleep.5656","title":"Sleep Disruption is Associated with Increased Ventricular Ectopy and Cardiac Arrest in Hospitalized Adults","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Southlake Regional Health Center; University of Toronto","funders":"","keywords":"Medicine; Sleep (system call); Cardiology; Internal medicine; Sudden cardiac death; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002873041,0.0002321304,0.0002804863,0.0006088159,0.0002726769,0.0004245961,0.0002459403,0.000426331,0.001554069],"category_scores_gemma":[0.002013631,0.0002584816,0.0004255674,0.0007509746,0.0001846141,0.0003258164,0.0003913463,0.0005270914,0.0001993864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431139,"about_ca_system_score_gemma":0.0002494412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684421,"about_ca_topic_score_gemma":0.008764378,"domain_scores_codex":[0.99968,0.00007107678,0.00007292153,0.00005861444,0.00006674104,0.00005057572],"domain_scores_gemma":[0.9978728,0.0002082432,0.001427655,0.00007713919,0.000155107,0.0002589245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007744915,0.00001734124,0.9990783,0.000008178407,0.00003392355,0.00005930026,0.0000256748,0.0000122287,0.0001328179,0.000003969628,0.00005485816,0.000495854],"study_design_scores_gemma":[0.000001755453,0.00003537028,0.9996978,0.000003940122,0.000007575218,0.0001219037,0.00004264001,0.00004839882,0.00001138184,0.000003963885,0.0000242321,9.987436e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988049,0.0004749291,0.00005228431,0.00005299292,0.000008936887,0.000006768374,0.0002701071,0.000002954572,0.0003261791],"genre_scores_gemma":[0.9993448,0.0001778414,0.00006222713,0.00002936045,0.00001678348,0.000004960274,0.0002946125,0.000001347352,0.00006812709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004684421,"threshold_uncertainty_score":0.009314299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004003564837552665,"score_gpt":0.2224098940743753,"score_spread":0.2184063292368227,"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."}}