{"id":"W2116949112","doi":"10.1002/hbm.22522","title":"Diagnostic classification of arterial spin labeling and structural MRI in presenile early stage dementia","year":2014,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Biogen Idec; Genentech; Takeda Pharmaceutical Company; IXICO; Servier; Eisai; Medpace; Eli Lilly and Company; Synarc; Alzheimer's Association; Amorfix Life Sciences; Alzheimer's Drug Discovery Foundation; Merck; Alzheimer's Disease Neuroimaging Initiative; GE Healthcare; Pfizer; BioClinica; National Institute on Aging; Abbott Laboratories; Bayer HealthCare; Novartis Pharmaceuticals Corporation; F. Hoffmann-La Roche","keywords":"Dementia; Atrophy; Frontotemporal dementia; Voxel; Neuroimaging; Region of interest; Medicine; Vascular dementia; Population; Cerebral blood flow; Magnetic resonance imaging; Pathology; Radiology; Psychology; Nuclear medicine; Internal medicine; Disease; Psychiatry","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":[0.003953704,0.0005384462,0.0005528703,0.00265757,0.0003422187,0.0008131624,0.0004235553,0.0007089428,0.000512503],"category_scores_gemma":[0.01095726,0.00025747,0.0002820187,0.0005762681,0.000428441,0.0004111365,0.0006169154,0.0003731549,0.0002224505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791468,"about_ca_system_score_gemma":0.000308571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517979,"about_ca_topic_score_gemma":0.003085238,"domain_scores_codex":[0.9984687,0.0006516007,0.000227751,0.0002010269,0.0002799035,0.0001710513],"domain_scores_gemma":[0.9948928,0.002123412,0.001304311,0.000346173,0.0008953735,0.0004378793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002006607,0.0001295341,0.9799699,0.00003360018,0.00009533749,0.0003570626,0.0002252919,0.0004141345,0.00376991,0.00004179485,0.0001621294,0.01279473],"study_design_scores_gemma":[0.00005798205,0.0005866276,0.9920701,0.00001994593,0.00005893323,0.000845388,0.0002275671,0.004391593,0.00140516,0.0001598089,0.0001602784,0.00001660597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991326,0.000224997,0.0003515239,0.00001370458,0.000005871095,0.00002108309,0.0000623053,0.000007652154,0.0001804317],"genre_scores_gemma":[0.9988919,0.00006906654,0.0007143221,0.000010029,0.00000844409,0.00001693367,0.0002233566,0.000002284452,0.00006355903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003953704,"threshold_uncertainty_score":0.02090949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06534631252162783,"score_gpt":0.3496199373569742,"score_spread":0.2842736248353464,"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."}}