{"id":"W4399440871","doi":"10.14283/jpad.2024.109","title":"Performance of a Short Version of the Everyday Cognition Scale (ECog-12) to Detect Cognitive Impairment","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institutes of Health Research; National Institutes of Health; Nestec; Larry L. Hillblom Foundation; Genentech; IXICO; Servier; Eisai; U.S. Department of Defense; Eli Lilly and Company; Australian Catholic University; Northern California Institute for Research and Education; Pfizer; BioClinica; Biogen; Novartis Pharmaceuticals Corporation; H. Lundbeck A/S; National Institute of Mental Health; Patient-Centered Outcomes Research Institute; Bristol-Myers Squibb; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; California Department of Public Health; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Cognition; Cognitive impairment; Scale (ratio); Psychology; Cognitive psychology; Neuroscience; Cartography; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001965203,0.001218113,0.000918076,0.002110564,0.0003722748,0.0007456531,0.0006327197,0.0007817348,0.003565496],"category_scores_gemma":[0.00513254,0.0002150195,0.0009661691,0.001096982,0.0003135961,0.0007334058,0.0007980558,0.0009201466,0.001133739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198448,"about_ca_system_score_gemma":0.0003918962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012204,"about_ca_topic_score_gemma":0.004979367,"domain_scores_codex":[0.9990172,0.0002572432,0.0002102936,0.000153045,0.0002771681,0.00008496201],"domain_scores_gemma":[0.996176,0.0006451641,0.001704498,0.0002198345,0.0008041039,0.0004504907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008289329,0.0006240317,0.9593121,0.0001889776,0.0003869834,0.0001560956,0.0002858121,0.00055728,0.0009109183,0.00008637369,0.003940688,0.03272178],"study_design_scores_gemma":[0.00008108078,0.001000605,0.9954997,0.00004188802,0.00005808636,0.0005135645,0.0001134441,0.0006739511,0.0004699123,0.0001521103,0.001374335,0.00002135957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788656,0.001216375,0.002691421,0.0001956918,0.00009966841,0.001176051,0.007529174,0.0002314955,0.007994588],"genre_scores_gemma":[0.9749073,0.0007533976,0.009415369,0.0002690655,0.00006316922,0.001714886,0.008500108,0.00003781205,0.004338939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003565496,"threshold_uncertainty_score":0.01192772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078660188364903,"score_gpt":0.3206243846117429,"score_spread":0.2998377827280939,"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."}}