{"id":"W4214884231","doi":"10.1017/9781108975759.041","title":"Alzheimer’s Disease Neuroimaging Initiative","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital; Avid Radiopharmaceuticals; University of California, San Francisco; National Institutes of Health; Ipsen; Daiichi Sankyo Europe; Servier; Tel Aviv University; Bayer HealthCare; Korean Neurological Association; McGill University; Multiple Sclerosis Society; University of Pittsburgh; U.S. Social Security Administration; Johns Hopkins University; SPIE; Synarc; Montreal Neurological Institute and Hospital; Harvard University; American Academy of Neurology; Pfizer; York University; Biogen; Massachusetts General Hospital; AstraZeneca; U.S. Department of Defense; Eli Lilly and Company; Siemens; TauRx Pharmaceuticals; Hôpitaux Universitaires de Genève; Alzheimer's Association; Centre d'Imagerie BioMédicale; Washington University in St. Louis; Massachusetts Institute of Technology; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology; University of California, San Diego; U.S. Department of Veterans Affairs; Brigham and Women's Hospital","keywords":"Neuroimaging; Neuroscience; Disease; Medicine; Alzheimer's Disease Neuroimaging Initiative; Psychology; Alzheimer's disease; Internal medicine","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":[0.001078786,0.0007751609,0.0006050402,0.002322382,0.0007007656,0.002650435,0.00106331,0.001803198,0.07747431],"category_scores_gemma":[0.002291789,0.0003127989,0.0003123137,0.0022171,0.0006366173,0.003115291,0.002054136,0.003525554,0.08646614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653265,"about_ca_system_score_gemma":0.002099002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005286697,"about_ca_topic_score_gemma":0.01932441,"domain_scores_codex":[0.9995595,0.00006914678,0.00002713317,0.00006113803,0.0002427307,0.0000403751],"domain_scores_gemma":[0.9992501,0.0001608514,0.00004145899,0.00004673556,0.0003080638,0.0001927943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000007332199,0.000005895893,0.0000401903,0.00007739034,0.000001395236,0.000014902,0.00003413057,0.00001179437,0.00002885706,0.006527762,0.9115838,0.08166651],"study_design_scores_gemma":[0.000003857369,0.000003238469,0.0001461937,0.0001568163,0.000001596672,0.00007859564,0.00001308722,0.00001013511,0.00001561512,0.002887581,0.9966806,0.000002791181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002723213,0.1144889,0.001823936,0.03992812,0.009679642,0.0001121062,0.003589212,0.0005770928,0.8295287],"genre_scores_gemma":[0.00200546,0.120353,0.005674185,0.01351512,0.003804902,0.0002048293,0.00422482,0.0003290834,0.8498886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07747431,"threshold_uncertainty_score":0.2591774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05562435918397216,"score_gpt":0.2690136182087371,"score_spread":0.213389259024765,"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."}}