{"id":"W2023766562","doi":"10.1037/neu0000063","title":"Predicting decline in mild cognitive impairment: A prospective cognitive study.","year":2014,"lang":"en","type":"article","venue":"Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Cognition; Episodic memory; Psychology; Cognitive decline; Recall; Logistic regression; Audiology; Cognitive test; Cognitive psychology; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008956933,0.0003006746,0.0005128137,0.0004777954,0.0001128913,0.00003160824,0.0001410113,0.0001146093,0.0003743523],"category_scores_gemma":[0.001034562,0.0002736382,0.0001060056,0.0007053556,0.0002406019,0.0001096156,0.0001967557,0.0007750717,0.0003026058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005512663,"about_ca_system_score_gemma":0.00006910232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006888794,"about_ca_topic_score_gemma":0.0001185078,"domain_scores_codex":[0.9966336,0.0007138851,0.0004982139,0.0009322928,0.0005219536,0.0007000868],"domain_scores_gemma":[0.9984327,0.0005600901,0.0001219346,0.0002396005,0.0004058584,0.0002397911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003691317,0.004773154,0.9804554,0.00003002357,0.0001287372,0.0005262754,0.0009835546,2.021186e-7,0.0004155435,0.00003501797,0.00006574811,0.008895],"study_design_scores_gemma":[0.02214459,0.01295246,0.9612182,0.0001886579,0.0001621642,0.0001836389,0.00201898,0.0001674067,0.0004500043,0.0002383082,0.00007674368,0.0001988895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603899,0.00004069109,0.0002423818,0.0007258797,0.0002268113,0.003138817,0.00001371414,0.0001175259,0.03510424],"genre_scores_gemma":[0.9949532,0.00001678091,0.00003600108,0.003621167,0.000239405,0.0004749666,0.00002965602,0.00005464629,0.0005741708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03456327,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179621766400731,"score_gpt":0.361418773136028,"score_spread":0.3396225554720207,"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."}}