{"id":"W3118327096","doi":"10.1016/j.arrct.2021.100102","title":"How Well Does the Brief Interview for Mental Status Identify Risk for Cognition Mediated Functional Impairment in a Community Sample?","year":2021,"lang":"en","type":"article","venue":"Archives of Rehabilitation Research and Clinical Translation","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Montreal Cognitive Assessment; Activities of daily living; Observational study; Cognition; Psychology; Logistic regression; Gerontology; Cognitive impairment; Clinical psychology; Medicine; 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":[0.003096386,0.0005390517,0.0006025669,0.00150198,0.0005024957,0.0009251429,0.0005564245,0.0008794005,0.0007791474],"category_scores_gemma":[0.0160686,0.0003111977,0.0005021617,0.0008630658,0.0005433122,0.001027367,0.0005489167,0.0005347525,0.0003173868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002745287,"about_ca_system_score_gemma":0.0003164167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008703375,"about_ca_topic_score_gemma":0.01516213,"domain_scores_codex":[0.9985887,0.000518691,0.0001444942,0.0002685375,0.0003391978,0.000140305],"domain_scores_gemma":[0.9966679,0.001010402,0.001278053,0.0002200354,0.0005015158,0.0003220475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004568174,0.00005618338,0.9982417,0.000008363731,0.00004331016,0.00002992817,0.0001023295,0.00001985601,0.00005727861,0.000005457133,0.00006258421,0.001327355],"study_design_scores_gemma":[0.000007037296,0.0001642578,0.9990791,0.00001203753,0.00002041026,0.00009242816,0.0002633533,0.0002348143,0.00002362061,0.00002140866,0.00007757318,0.000003963998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989215,0.0001871387,0.0001545148,0.00009365196,0.00001253234,0.0000320267,0.0002111472,0.000003790644,0.0003836348],"genre_scores_gemma":[0.99927,0.0000926498,0.000152637,0.00005732837,0.00001672616,0.00002710936,0.0003013074,0.000001724776,0.00008050951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008703375,"threshold_uncertainty_score":0.01730543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1980167114254004,"score_gpt":0.5139898013588092,"score_spread":0.3159730899334088,"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."}}