{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001941809,0.0001399896,0.000305453,0.0001122485,0.0000439474,0.00001416528,0.000029098,0.0001047572,0.00002740456],"category_scores_gemma":[0.0002051716,0.00008542074,0.00009077782,0.0002561216,0.00006516663,0.00009977022,0.00001881542,0.00008064507,0.00002157274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281077,"about_ca_system_score_gemma":0.000021328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001696689,"about_ca_topic_score_gemma":0.00003387828,"domain_scores_codex":[0.9989766,0.00007868546,0.0001745292,0.0002666851,0.0002771805,0.0002262958],"domain_scores_gemma":[0.9994578,0.00007132741,0.00007958251,0.0001759833,0.00008667345,0.0001286855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000557532,0.0001016279,0.9910947,0.00002973614,0.0001327704,0.0001488854,0.0003711164,9.787068e-7,0.001275275,0.00003595489,0.0001548931,0.006096506],"study_design_scores_gemma":[0.006068386,0.0001372757,0.9919316,0.0004327911,0.0001550707,0.000001951717,0.00008335315,0.0001347018,0.000532746,0.00005481823,0.0003133071,0.0001539579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997514,0.0003895854,0.00008547104,0.0006313812,0.0005089713,0.0004882838,0.00002967453,0.00005063284,0.0003019723],"genre_scores_gemma":[0.9994678,0.00007701455,0.00004262793,0.00007169152,0.0001611569,0.00003924944,0.00007809488,0.00002030581,0.00004202634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005942548,"threshold_uncertainty_score":0.3483357,"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."}}