{"id":"W3047269296","doi":"10.1002/dad2.12098","title":"FLAME: A computerized neuropsychological composite for trials in early dementia","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Dementia; Neuropsychology; Psychiatry; Psychology; Library science; Medicine; Gerontology; Cognition; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0738855,0.001363327,0.002214678,0.00507253,0.0006683156,0.00174034,0.001257557,0.0008881997,0.006179534],"category_scores_gemma":[0.1399224,0.000471865,0.003909214,0.003425361,0.0009211984,0.002381803,0.00197771,0.001184277,0.0008145901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737824,"about_ca_system_score_gemma":0.003265653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285045,"about_ca_topic_score_gemma":0.002943237,"domain_scores_codex":[0.9580956,0.02630817,0.005765821,0.001689312,0.007530867,0.0006100977],"domain_scores_gemma":[0.8650529,0.07491634,0.03102567,0.00874475,0.01827794,0.001982422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.07070068,0.001017264,0.394067,0.006885612,0.01112831,0.0001725637,0.0005866947,0.009741872,0.002545212,0.006712059,0.03521897,0.4612238],"study_design_scores_gemma":[0.00870723,0.01424372,0.8875418,0.001490217,0.003949154,0.0006703069,0.0002002864,0.0119395,0.004506606,0.01600103,0.0503952,0.0003548687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5525658,0.01972865,0.191377,0.004142395,0.001846887,0.06201806,0.1016269,0.005812794,0.06088155],"genre_scores_gemma":[0.7200248,0.002161615,0.1980053,0.001542347,0.0005098246,0.05533469,0.01849091,0.0002398231,0.003690686],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0738855,"threshold_uncertainty_score":0.3907486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119872594560434,"score_gpt":0.4157503384526211,"score_spread":0.2958777438921871,"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."}}