{"id":"W2965823844","doi":"10.1016/j.trci.2019.06.004","title":"Identification of prognostic factors to predict cognitive decline of patients with early Alzheimer's disease in the Japanese Alzheimer's Disease Neuroimaging Initiative study","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Genentech; National Institutes of Health; H. Lundbeck A/S; Servier; Eisai; Alzheimer's Disease Neuroimaging Initiative; GE Healthcare; Alzheimer's Association; Fujirebio US; Pfizer; BioClinica; Biogen; Eli Lilly and Company; U.S. Department of Defense; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; Roche; Merck; Alzheimer's Drug Discovery Foundation; Takeda Pharmaceutical Company; AbbVie; National Institute on Aging","keywords":"Clinical Dementia Rating; Internal medicine; Population; Dementia; Neuroimaging; Psychology; Neuropsychology; Cohort; Cognitive decline; Oncology; Mini–Mental State Examination; Alzheimer's Disease Neuroimaging Initiative; Medicine; Disease; Psychiatry; Cognition","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":[0.0008476873,0.0005734395,0.0005298521,0.0006489584,0.0007033736,0.0007297168,0.0004343919,0.0004554822,0.0006326161],"category_scores_gemma":[0.001639501,0.0002348472,0.0004580838,0.0007228471,0.0002639795,0.0004422781,0.0005075311,0.0004473093,0.0001554772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130244,"about_ca_system_score_gemma":0.000566927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165708,"about_ca_topic_score_gemma":0.01637444,"domain_scores_codex":[0.9997424,0.00005626898,0.00003204523,0.00007133983,0.00004551055,0.00005233943],"domain_scores_gemma":[0.9991801,0.00005667608,0.0002477838,0.00005260244,0.0001971447,0.0002656685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240316,0.00002496434,0.9988499,0.000007289416,0.00004638823,0.00004521367,0.00006036875,0.00001561698,0.00008561248,0.000004687829,0.00007069725,0.0006652057],"study_design_scores_gemma":[0.00001096645,0.00005028427,0.9995103,0.000003001939,0.00004826198,0.00007439694,0.00009645795,0.00008903036,0.00001586055,0.00001339572,0.00008525309,0.000002719737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989837,0.0002521464,0.00006597269,0.00005566409,0.000009531563,0.00001493631,0.0002234424,0.000003077165,0.0003916182],"genre_scores_gemma":[0.9993032,0.00007894816,0.00008420402,0.00002398931,0.00001839394,0.00001506523,0.0003416611,0.000001303746,0.0001332179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165708,"threshold_uncertainty_score":0.02317846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550950716554845,"score_gpt":0.4584610962856481,"score_spread":0.3033660246301636,"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."}}