{"id":"W2480170620","doi":"10.1016/j.dadm.2016.07.002","title":"Assessing risk for preclinical β‐amyloid pathology with <i>APOE</i>, cognitive, and demographic information","year":2016,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; Servier; Greta och Johan Kocks stiftelser; Vetenskapsrådet; Eisai; Northern California Institute for Research and Education; University of California, San Diego; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; Synarc; University of Southern California; Bristol-Myers Squibb; Eli Lilly and Company; Medpace; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Alzheimer's Association","keywords":"Medicine; Cohort; Disease; Demographics; Apolipoprotein E; Clinical trial; Cognition; Internal medicine; Pathology; Oncology; Psychiatry; Demography","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":[0.004942134,0.0005019684,0.0004422981,0.001106906,0.0001977465,0.0006422162,0.0004528092,0.0003950354,0.003977656],"category_scores_gemma":[0.009328705,0.0001635601,0.0004134541,0.0005824821,0.0002631367,0.0004824065,0.0003587142,0.000358718,0.000620839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905283,"about_ca_system_score_gemma":0.0004789583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009232778,"about_ca_topic_score_gemma":0.00189741,"domain_scores_codex":[0.9982272,0.001062135,0.0001572989,0.000194003,0.0003092111,0.00005019879],"domain_scores_gemma":[0.9935492,0.00318204,0.002052531,0.0003015726,0.0005705464,0.0003440882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002915073,0.0004598762,0.9324994,0.0002702172,0.0003972852,0.00009059752,0.0001032852,0.0004087564,0.001473306,0.0002566735,0.001654518,0.05947099],"study_design_scores_gemma":[0.0002202525,0.001717711,0.9894667,0.0001600042,0.0004180356,0.000663561,0.00005044912,0.001824802,0.00249404,0.0008516668,0.002106759,0.00002587571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797155,0.002937865,0.004867103,0.0007896512,0.00007614242,0.0003230562,0.001869645,0.0001219785,0.009299004],"genre_scores_gemma":[0.9907574,0.0007348874,0.006401115,0.000237509,0.00007412747,0.0002034488,0.0006664891,0.000006048207,0.0009189588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004942134,"threshold_uncertainty_score":0.02613682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378327204356949,"score_gpt":0.3743525010894876,"score_spread":0.3365197806537927,"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."}}