{"id":"W4318920874","doi":"10.1097/aia.0000000000000391","title":"Sleep disruption in older surgical patients and its important implications","year":2023,"lang":"en","type":"article","venue":"International Anesthesiology Clinics","topic":"Sleep and related disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Sleep (system call); Gerontology; General surgery; Operating system","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":[0.0002148255,0.0001466979,0.0002768338,0.0005015989,0.0004174316,0.0004824097,0.0002059359,0.0005179212,0.002577604],"category_scores_gemma":[0.0022952,0.00008372543,0.0002842961,0.0006843233,0.0001911029,0.0004137837,0.0002545672,0.0008315773,0.0001539045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510463,"about_ca_system_score_gemma":0.0005153111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005935524,"about_ca_topic_score_gemma":0.01476431,"domain_scores_codex":[0.9998664,0.00002872932,0.00002144054,0.00002004821,0.00003077252,0.00003257695],"domain_scores_gemma":[0.9990185,0.0002640455,0.0003727728,0.00001518261,0.0001186982,0.0002106956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002821582,0.0001369303,0.9375013,0.0002068906,0.0001013499,0.001784747,0.0004308577,0.00011531,0.0003958038,0.0003579153,0.006361191,0.0523256],"study_design_scores_gemma":[0.000008691703,0.00004862845,0.9963421,0.0001201463,0.00003480974,0.001065943,0.0005374751,0.0000685743,0.00002159134,0.0003035368,0.001441981,0.00000650268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.821363,0.126142,0.0004119553,0.0290768,0.001232073,0.00005372387,0.002459778,0.00002497165,0.01923567],"genre_scores_gemma":[0.9716612,0.02375323,0.0003217207,0.001487248,0.001031602,0.00002299413,0.0005445129,0.000004246077,0.001173211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005935524,"threshold_uncertainty_score":0.01180196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394936489075076,"score_gpt":0.3519174829775814,"score_spread":0.3279681180868306,"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."}}