{"id":"W2882991683","doi":"10.1186/s13195-018-0382-y","title":"The Toronto Cognitive Assessment (TorCA): normative data and validation to detect amnestic mild cognitive impairment","year":2018,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Toronto Rehabilitation Institute; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre; St. Michael's Hospital; Toronto Dementia Research Alliance; Parkwood Institute; Lawson Health Research Institute; Toronto Western Hospital; Dalhousie University; University of Toronto; Health Sciences Centre; Occupational Cancer Research Centre; University Health Network; Baycrest Hospital; Sunnybrook Hospital; Institute for Work & Health; Mount Sinai Hospital","funders":"National Institute on Aging; University of Toronto; Dalhousie University; Sunnybrook Foundation; Canadian Institutes of Health Research; Sunnybrook Research Institute; National Alzheimer's Coordinating Center; Morris Kerzner Memorial Fund; Ontario Brain Institute; Fondation Brain Canada; Dalhousie Medical Research Foundation","keywords":"Normative; Cognitive impairment; Cognition; Psychology; Cognitive Assessment System; Medicine; Cognitive psychology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003771708,0.000703956,0.0004434989,0.002573711,0.0007373421,0.000687436,0.0008966505,0.0005437661,0.001468283],"category_scores_gemma":[0.01017738,0.0001461052,0.0004184094,0.001263875,0.0006486727,0.0004347975,0.000788359,0.0005909067,0.0006436243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356581,"about_ca_system_score_gemma":0.002435752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05982356,"about_ca_topic_score_gemma":0.1005799,"domain_scores_codex":[0.9981763,0.0003999866,0.0003333892,0.0001793948,0.0008342146,0.0000766358],"domain_scores_gemma":[0.9928513,0.001109755,0.001291719,0.000495182,0.003687083,0.0005650374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017079,0.0004699357,0.907402,0.0004003301,0.0002572675,0.0003795722,0.0008831818,0.001033693,0.003270991,0.0004458947,0.011114,0.07332598],"study_design_scores_gemma":[0.00005580667,0.0003092907,0.9953904,0.00009563951,0.00005481728,0.0006808534,0.000126292,0.0005476965,0.0005531893,0.0001284699,0.00204373,0.00001391587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627351,0.002972674,0.007210606,0.0003646627,0.0001219218,0.001946066,0.009099384,0.0002586787,0.01529098],"genre_scores_gemma":[0.971424,0.0009749641,0.0109303,0.0001652706,0.00005269068,0.001636363,0.01321925,0.00004660987,0.001550636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05982356,"threshold_uncertainty_score":0.1189507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424201637561348,"score_gpt":0.4761739029682822,"score_spread":0.3337537392121474,"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."}}