{"id":"W4383196973","doi":"10.1016/j.cccb.2023.100176","title":"World-wide variations in tests of cognition and activities of daily living in participants of six international randomized controlled trials","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Montreal Cognitive Assessment; Activities of daily living; Dementia; Cognition; Gerontology; Randomized controlled trial; Medicine; Cognitive impairment; Psychology; Demography; Physical therapy; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1776564,0.001862871,0.005958952,0.002093502,0.0009567724,0.004599667,0.002105223,0.003234164,0.002805027],"category_scores_gemma":[0.2491824,0.001127673,0.01182796,0.00387339,0.002897862,0.002565499,0.00307538,0.002411057,0.0003198177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881529,"about_ca_system_score_gemma":0.00285977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152199,"about_ca_topic_score_gemma":0.002256602,"domain_scores_codex":[0.7622985,0.1612208,0.05256232,0.01326875,0.007677608,0.002971969],"domain_scores_gemma":[0.7972082,0.1211856,0.05478933,0.01466259,0.00997411,0.002180061],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3734779,0.001090843,0.1727242,0.06183076,0.328932,0.0003220444,0.002607149,0.002955505,0.002321724,0.002310672,0.00265439,0.04877277],"study_design_scores_gemma":[0.2566094,0.02396056,0.3049134,0.02279816,0.3626062,0.0009241189,0.001596562,0.002751481,0.00342261,0.004184445,0.01585956,0.000373509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6699917,0.2669343,0.02269358,0.002890834,0.001741077,0.0207818,0.007842981,0.0003838814,0.00673986],"genre_scores_gemma":[0.9685442,0.007216634,0.006602249,0.0008322291,0.0001205734,0.0143373,0.00203063,0.00006004038,0.0002560335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8223436,"threshold_uncertainty_score":0.9395482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07331949248664744,"score_gpt":0.3825074003422304,"score_spread":0.309187907855583,"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."}}