{"id":"W4315652448","doi":"10.30629/2658-7947-2022-27-6-63-69","title":"Cognitive status in institutionalized oldest old","year":2023,"lang":"en","type":"article","venue":"Russian neurological Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Gerontology; Test (biology); Medicine; Neuropsychology; Montreal Cognitive Assessment; Institutionalisation; Cognitive decline; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001169849,0.0001415523,0.0003876137,0.0003645678,0.0001525145,0.00004409347,0.00007583879,0.0001947487,0.0004413163],"category_scores_gemma":[0.0009971424,0.00009672833,0.0001026163,0.0008912873,0.00008993245,0.0000991769,0.00003543185,0.001183395,0.0003425457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008164832,"about_ca_system_score_gemma":0.001070075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001470483,"about_ca_topic_score_gemma":0.00003369907,"domain_scores_codex":[0.9975177,0.0004314661,0.000588296,0.0002578961,0.0004375482,0.0007670625],"domain_scores_gemma":[0.9985397,0.0002485469,0.0001162975,0.0001080801,0.00006847253,0.0009188285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123892,0.0004315486,0.9007885,0.000184536,0.00004161584,0.01741879,0.0005674282,0.00001943304,0.0000973008,0.0364331,0.003573503,0.03932036],"study_design_scores_gemma":[0.002643205,0.0008010601,0.9481817,0.0001483266,0.000007174042,0.002258126,0.00007181599,0.0002632552,0.000001670588,0.0009684976,0.04456453,0.00009064494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491113,0.0001234296,0.00006754017,0.03787164,0.00048156,0.0003727308,0.00001944301,0.0001154862,0.0118369],"genre_scores_gemma":[0.9889228,0.0005625642,0.00008010213,0.00940475,0.0005601919,0.0000121249,0.00002426009,0.00001365213,0.0004195062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04739321,"threshold_uncertainty_score":0.5141327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07225072271522956,"score_gpt":0.3772666350271077,"score_spread":0.3050159123118781,"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."}}