{"id":"W2774615631","doi":"10.5867/medwave.2017.09.7099","title":"Functional assessment as a predictor of cognitive impairment: a retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Medwave","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Cognition; Cohort; Retrospective cohort study; Pathological; Disease; Geriatrics; Affect (linguistics); Mini–Mental State Examination; Cohort study; Gerontology; Activities of daily living; Montreal Cognitive Assessment; Dementia; Geriatric psychiatry; Physical therapy; Psychiatry; Internal medicine; Psychology","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":[0.001165126,0.0004195701,0.0006291008,0.001112807,0.00071113,0.0007398845,0.0004729746,0.0005016187,0.001073901],"category_scores_gemma":[0.001594157,0.0005794866,0.0007372455,0.001581271,0.0003657886,0.0006264279,0.0005498698,0.0006745472,0.0002422779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003893041,"about_ca_system_score_gemma":0.0005930973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006529601,"about_ca_topic_score_gemma":0.006065819,"domain_scores_codex":[0.999234,0.0001579345,0.0001042634,0.0002238928,0.0001472155,0.0001327443],"domain_scores_gemma":[0.9989592,0.0001519763,0.0003784206,0.0001490995,0.0001592284,0.0002020861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009002937,0.00004283895,0.9994069,0.000005273235,0.00004096425,0.00007325991,0.00003531503,0.000009310729,0.00005352756,0.000003926921,0.0000276081,0.0002109601],"study_design_scores_gemma":[0.00001857102,0.0002219219,0.9988726,0.000007535409,0.00005347374,0.0003803291,0.0001759917,0.000121238,0.00002643214,0.000009982814,0.0001071435,0.000004814133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993145,0.0001536778,0.00007032704,0.00001136928,0.000004944708,0.0000272786,0.0002971847,0.000001562602,0.0001190489],"genre_scores_gemma":[0.9991658,0.000125682,0.00008797379,0.00002374256,0.00001108449,0.00003602307,0.0004750673,0.000001336235,0.00007341476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006529601,"threshold_uncertainty_score":0.0129832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269755874151811,"score_gpt":0.3547177472487206,"score_spread":0.3320201885072025,"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."}}