{"id":"W3036709185","doi":"10.1177/1533317520925324","title":"Study of the Risk and Preventive Factors for Progress of Mild Cognitive Impairment to Dementia","year":2020,"lang":"en","type":"article","venue":"American Journal of Alzheimer s Disease & Other Dementias®","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Logistic regression; Cognition; Clinical Dementia Rating; Ordered logit; Medicine; Ordinal regression; Univariate analysis; Epidemiology; Risk factor; Protective factor; Diabetes mellitus; Gerontology; Cognitive impairment; Psychology; Internal medicine; Clinical psychology; Psychiatry; Multivariate analysis","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":[0.00123459,0.0003215926,0.0002765713,0.0009442335,0.0002911848,0.0003710061,0.0003051539,0.0003713898,0.0008959246],"category_scores_gemma":[0.004151244,0.0001827675,0.0003508145,0.0008209668,0.0001302875,0.0004050284,0.0002534179,0.0005931708,0.0001732721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377126,"about_ca_system_score_gemma":0.0006463766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00529113,"about_ca_topic_score_gemma":0.004536347,"domain_scores_codex":[0.999665,0.0001140689,0.00003663811,0.00004907056,0.00008962835,0.00004560799],"domain_scores_gemma":[0.9982638,0.0002933047,0.0008272838,0.00007202205,0.0002341256,0.0003095948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428592,0.00009709264,0.9973374,0.00002252376,0.00007750059,0.00002690822,0.00002569761,0.00002723242,0.00003555081,0.00001157498,0.00008165406,0.002114034],"study_design_scores_gemma":[0.000006524885,0.0001588394,0.9994612,0.000007430477,0.00002757844,0.00006881962,0.00003456154,0.0001144236,0.00001834241,0.00001385937,0.00008700651,0.000001392572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997912,0.0008812918,0.00013564,0.00008808522,0.00001355171,0.00002334794,0.0005572028,0.00000656992,0.000382386],"genre_scores_gemma":[0.998596,0.0003838643,0.0002292154,0.00002183666,0.00002953009,0.00001828111,0.0005048815,0.000001430686,0.000214917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00529113,"threshold_uncertainty_score":0.0105207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028185772815859,"score_gpt":0.3352614517838803,"score_spread":0.3049795940557217,"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."}}