{"id":"W1968634965","doi":"10.1017/s1041610214000416","title":"Review of brief cognitive tests for patients with suspected dementia","year":2014,"lang":"en","type":"review","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Cognitive test; Test (biology); Medicine; Population; Psychology; Clinical psychology; Psychiatry; Montreal Cognitive Assessment; Cognitive impairment; Disease; 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":[0.002451967,0.001283612,0.002987476,0.007005835,0.0003430082,0.0009911578,0.002050886,0.001240229,0.004494382],"category_scores_gemma":[0.01787658,0.0004623796,0.001895313,0.004896799,0.0004983199,0.001416788,0.0005889208,0.001184166,0.001436659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210222,"about_ca_system_score_gemma":0.003238183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764768,"about_ca_topic_score_gemma":0.0082536,"domain_scores_codex":[0.9977666,0.0006067076,0.0008747994,0.0001942814,0.0004966554,0.00006088821],"domain_scores_gemma":[0.9882895,0.007412633,0.001543626,0.0001297738,0.002448455,0.0001759662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002476551,0.00004462285,0.001323958,0.1751225,0.000686897,0.0003599403,0.0001051914,0.0001454886,0.0001926098,0.0003506069,0.05824672,0.7631738],"study_design_scores_gemma":[0.0004174662,0.000568211,0.03220136,0.4472932,0.007828728,0.009496978,0.0004004574,0.0002964535,0.0006341228,0.001209114,0.4995298,0.00012414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002780504,0.9977801,0.0001375994,0.0005931784,0.0004080194,0.00005204535,0.0001957938,0.00001618021,0.0005389045],"genre_scores_gemma":[0.00295709,0.9944783,0.0005533421,0.0009340525,0.0003870977,0.0001038761,0.0003590173,0.000006173845,0.0002210384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007005835,"threshold_uncertainty_score":0.01503515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956936411377912,"score_gpt":0.4031168436582451,"score_spread":0.373547479544466,"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."}}