{"id":"W4393054063","doi":"10.1097/jcn.0000000000001092","title":"Feasibility and Acceptability of Using Wireless Limited Polysomnography to Capture Sleep Before, During, and After Hospitalization for Patients With Planned Cardiothoracic Surgery","year":2024,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"RTDS Technologies (Canada); University of Manitoba","funders":"National Institute of Nursing Research; National Heart, Lung, and Blood Institute; National Institutes of Health; American Nurses Foundation","keywords":"Delirium; Medicine; Polysomnography; Intensive care unit; Population; Sleep (system call); Emergency medicine; Cardiothoracic surgery; Physical therapy; Intensive care medicine; Anesthesia; Surgery","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":[0.006139058,0.0002416607,0.0002111034,0.0004064248,0.000243917,0.0006721952,0.0002890594,0.0004478052,0.0007277362],"category_scores_gemma":[0.03060428,0.0001407088,0.0004799082,0.0002314608,0.0002967528,0.0005529106,0.000664575,0.0003715393,0.000149398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717678,"about_ca_system_score_gemma":0.0004667958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118844,"about_ca_topic_score_gemma":0.002006049,"domain_scores_codex":[0.9962119,0.002023196,0.0005265714,0.0002372208,0.0008202093,0.0001809192],"domain_scores_gemma":[0.9844565,0.00806895,0.003544935,0.0006988227,0.002501443,0.000729304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006290413,0.0002879892,0.9709805,0.00007278252,0.0001124971,0.00007201949,0.001128897,0.000195345,0.0008906695,0.00001686432,0.0002082703,0.02540517],"study_design_scores_gemma":[0.00005200465,0.003553956,0.9902728,0.00004606039,0.00007643386,0.0002281445,0.002386,0.0022644,0.0005787767,0.00003649533,0.0004800074,0.0000248718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988689,0.00007828323,0.0004240346,0.00009301907,0.00001235772,0.0000612216,0.00008156852,0.000005325478,0.0003752988],"genre_scores_gemma":[0.9991042,0.00005815336,0.000621423,0.0000464483,0.00001158595,0.00005037392,0.0000575437,0.000001357934,0.00004884746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006139058,"threshold_uncertainty_score":0.03246683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009331376219779548,"score_gpt":0.2549621924554707,"score_spread":0.2456308162356912,"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."}}