{"id":"W4291167720","doi":"10.1177/23337214221119057","title":"Evaluation of PROMIS Cognitive Function Scores and Correlates in a Clinical Sample of Older Adults","year":2022,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Cognition; Logistic regression; Medicine; Montreal Cognitive Assessment; Observational study; Depression (economics); Physical therapy; Patient-Reported Outcomes Measurement Information System; Medical diagnosis; Clinical psychology; Gerontology; Cognitive impairment; Internal medicine; Psychiatry; Psychometrics; Computerized adaptive testing; Pathology","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":[0.003552538,0.0004204421,0.0007624036,0.001957564,0.0004324773,0.0007051095,0.000438432,0.000427206,0.0006304474],"category_scores_gemma":[0.01194387,0.0001965356,0.0006082849,0.0018835,0.0002756229,0.0005900903,0.000602398,0.0006590588,0.0002180407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903219,"about_ca_system_score_gemma":0.0005945264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331988,"about_ca_topic_score_gemma":0.005726035,"domain_scores_codex":[0.9982904,0.0005772524,0.0003266653,0.0001767635,0.0004822532,0.0001466878],"domain_scores_gemma":[0.9952549,0.001060643,0.002360191,0.0002368937,0.000686689,0.0004007393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393451,0.00007789814,0.9973936,0.00001337871,0.00004565912,0.00002652227,0.00007431767,0.0000403648,0.00009100001,0.00001651665,0.00007279015,0.002008649],"study_design_scores_gemma":[0.00001784697,0.0002383452,0.9991448,0.000004625093,0.00001654322,0.0001221608,0.00006340081,0.0001966801,0.00005407001,0.00001852428,0.000119802,0.000003135772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997961,0.0002076092,0.0002394943,0.00004640453,0.000007100841,0.0001014731,0.0007247345,0.000007303316,0.0007047611],"genre_scores_gemma":[0.9971033,0.0001238731,0.0006560246,0.00005327161,0.00001922369,0.0001840429,0.00164162,0.000002744996,0.000215882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003552538,"threshold_uncertainty_score":0.01878786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081479503757816,"score_gpt":0.3833202700200612,"score_spread":0.3325054749824831,"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."}}