{"id":"W4404819683","doi":"10.1002/brb3.70170","title":"Association Between Cognitive Function and Emotion, Sleep, Frailty, and Nutrition in Hospitalized Patients","year":2024,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Geriatric Depression Scale; Mood; Cognition; Gerontology; Anxiety; Medicine; Hospital Anxiety and Depression Scale; Depression (economics); Population; Clinical psychology; Psychology; Psychiatry; Sleep quality; Environmental health","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":[0.0003745611,0.0002489917,0.0002882545,0.0004460923,0.0003458167,0.0003407153,0.0001651109,0.0002678661,0.0008690986],"category_scores_gemma":[0.0009273893,0.0001045968,0.0003962113,0.0005275244,0.0001543619,0.000194071,0.0002447513,0.0003832876,0.00006972361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027053,"about_ca_system_score_gemma":0.0002849509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00409301,"about_ca_topic_score_gemma":0.006877886,"domain_scores_codex":[0.9998112,0.00003662593,0.00003776024,0.00003155335,0.00003696885,0.00004589077],"domain_scores_gemma":[0.999504,0.00005531356,0.0002332598,0.00002545903,0.00006307376,0.0001189462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004103435,0.00001774768,0.9992372,0.00000632904,0.00002864883,0.00002819727,0.000029359,0.0000118043,0.00005661281,0.000003522322,0.00003929575,0.0005003342],"study_design_scores_gemma":[0.000002815294,0.00003494042,0.999721,0.000003183681,0.00001558654,0.00006131661,0.00004779835,0.00005533866,0.00001443378,0.000008426071,0.00003395609,0.000001093031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999392,0.0002431207,0.00002249062,0.00003963718,0.000004004397,0.000003458155,0.000131591,9.746288e-7,0.0001626585],"genre_scores_gemma":[0.9996761,0.00006749306,0.00002781737,0.00002755342,0.00000605123,0.000003878922,0.0001472232,2.99099e-7,0.00004348426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00409301,"threshold_uncertainty_score":0.008138418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710730943895225,"score_gpt":0.3132638742368593,"score_spread":0.296156564797907,"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."}}