{"id":"W4401581241","doi":"10.1002/alz.14099","title":"The informatics of ADNI","year":2024,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":15,"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; Takeda Pharmaceutical Company; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Alzheimer's Disease Neuroimaging Initiative; GE Healthcare; Alzheimer's Association; Fujirebio US; Pfizer; BioClinica; Biogen; Meso Scale Diagnostics; Novartis Pharmaceuticals Corporation; Eli Lilly and Company; Bristol-Myers Squibb; Roche; Alzheimer's Drug Discovery Foundation; Merck; Foundation for the National Institutes of Health","keywords":"Data sharing; Informatics; Computer science; Data science; Standardization; Alzheimer's Disease Neuroimaging Initiative; Health informatics tools; Data discovery; Big data; Disease; Metadata; Alzheimer's disease; Medicine; Data mining; Engineering; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001023962,0.0003992213,0.0006577827,0.00005635962,0.0002100538,0.00006445349,0.0007019505,0.0001721123,0.0009580342],"category_scores_gemma":[0.00003310973,0.0002542065,0.0003404779,0.0003455762,0.0003564472,0.0001701761,0.0008253828,0.0004980658,0.007873614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004067495,"about_ca_system_score_gemma":0.00006644033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006943184,"about_ca_topic_score_gemma":0.00003167825,"domain_scores_codex":[0.9973047,0.0001777837,0.00111995,0.0003550748,0.0005483166,0.0004941725],"domain_scores_gemma":[0.9983594,0.0002130075,0.0005357988,0.0007629193,0.000005121164,0.0001237041],"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":[4.864204e-7,0.00001533969,0.0000112402,0.0004345467,0.003088128,0.000002786039,0.0001451452,0.000001510323,1.896156e-7,0.00006895463,0.00558171,0.9906499],"study_design_scores_gemma":[0.00003921094,0.0000230966,0.00001742603,0.000895515,0.02994372,0.000008193567,0.00004704044,0.00002627561,0.000009452132,0.00008924904,0.9686588,0.000242023],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002866601,0.9856707,0.00007684077,0.00003833902,0.0003714248,0.0008903515,0.0000305686,0.00003380478,0.01288513],"genre_scores_gemma":[0.0001684484,0.9986349,0.0007348896,0.000120782,0.00005543167,0.000127567,0.0000363155,0.00006107803,0.00006060925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9904079,"threshold_uncertainty_score":0.999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465099783330248,"score_gpt":0.323153864727011,"score_spread":0.2766438863939862,"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."}}