{"id":"W4285610994","doi":"","title":"Influence of obstructive sleep apnea on postoperative cognitive dysfunction in elderly patients undergoing joint replacement.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; SSS*; Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Delirium; Montreal Cognitive Assessment; Anxiety; Incidence (geometry); Sleep apnea; Mini–Mental State Examination; Joint replacement; Physical therapy; Cognition; Anesthesia; Internal medicine; Arthroplasty; Apnea; Surgery; Cognitive impairment; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004685897,0.0002033587,0.0002440885,0.0003990924,0.0002834474,0.0002805601,0.0001085702,0.0002787258,0.0005786984],"category_scores_gemma":[0.001536596,0.0001036123,0.0004555458,0.0003965472,0.00017082,0.0002394786,0.0002557393,0.000264638,0.00007666735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690414,"about_ca_system_score_gemma":0.0002775241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919082,"about_ca_topic_score_gemma":0.0035711,"domain_scores_codex":[0.9997246,0.00006031067,0.0000562721,0.0000328236,0.00007237715,0.00005373989],"domain_scores_gemma":[0.9990212,0.0001701468,0.0005161015,0.00003095401,0.00009156208,0.0001700446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001809667,0.00003052736,0.997745,0.00001669114,0.00004620771,0.0001040612,0.00003294923,0.00001426411,0.0001654653,0.000003599348,0.00002711659,0.001633137],"study_design_scores_gemma":[0.000004965943,0.0001858629,0.9993561,0.000004669469,0.00002653085,0.000227519,0.00006470412,0.00005339855,0.00002260377,0.000004957577,0.00004729148,0.000001432055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990919,0.0005463771,0.00003556013,0.00002591962,0.000008597637,0.0000047918,0.00007302668,9.493995e-7,0.000213004],"genre_scores_gemma":[0.9996345,0.0001537256,0.00003730768,0.00002496204,0.00001457494,0.000004062961,0.00008794475,2.727398e-7,0.00004269517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001919082,"threshold_uncertainty_score":0.00381583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016641793916367,"score_gpt":0.2525276202057682,"score_spread":0.2323612022666045,"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."}}