{"id":"W2138190873","doi":"10.1212/wnl.0b013e31821103e6","title":"Classification of primary progressive aphasia and its variants","year":2011,"lang":"en","type":"article","venue":"Neurology","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute on Deafness and Other Communication Disorders; National Institute on Aging; Australian Research Council; National Institutes of Health; University of Oxford; Vlaamse regering; KU Leuven; Bristol-Myers Squibb; Forest Laboratories; Canadian Institutes of Health Research; Fonds Wetenschappelijk Onderzoek; Elan; Eisai; National Institute of Neurological Disorders and Stroke; University of Cambridge; Natural Sciences and Engineering Research Council of Canada; Baxter International; Pfizer; Heart and Stroke Foundation of Canada; Canadian Stroke Network; Wellcome Trust; GlaxoSmithKline; Alzheimer Society; H. Lundbeck A/S; Myriad Genetics; Eli Lilly and Company; Sanofi; Alzheimer's Association; U.S. Department of Veterans Affairs","keywords":"Primary progressive aphasia; Consistency (knowledge bases); Operationalization; Natural language processing; Computer science; Reliability (semiconductor); Aphasia; Medicine; Psychology; Artificial intelligence; Pathology; Frontotemporal dementia; Cognitive psychology; Disease; Dementia","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":[0.001410197,0.000687117,0.0006700924,0.004389904,0.000689655,0.001480118,0.001130126,0.0006806795,0.001492638],"category_scores_gemma":[0.004023273,0.0001307992,0.0006816364,0.001406995,0.001271266,0.0009374218,0.001044558,0.000967939,0.0007283179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816197,"about_ca_system_score_gemma":0.0009861826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119506,"about_ca_topic_score_gemma":0.002638115,"domain_scores_codex":[0.9985706,0.0002594822,0.0004270979,0.0001562852,0.0004456771,0.0001408043],"domain_scores_gemma":[0.9981501,0.0004836511,0.0004550656,0.0001422019,0.0005438196,0.0002252379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008341278,0.0001515067,0.3315952,0.0008520067,0.0002668692,0.01933736,0.002091394,0.002286173,0.01923648,0.03047765,0.01830541,0.5745658],"study_design_scores_gemma":[0.000180357,0.001111072,0.5394238,0.001054241,0.0004271833,0.2958622,0.002502721,0.01148162,0.007763302,0.07472727,0.0652348,0.0002313818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8250002,0.03491678,0.06031875,0.004670748,0.001436593,0.001026782,0.002493337,0.001178935,0.06895795],"genre_scores_gemma":[0.945116,0.005502869,0.04205347,0.0004683911,0.0004819429,0.0002219116,0.002150712,0.0001237805,0.003880766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004389904,"threshold_uncertainty_score":0.007457972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066141655912305,"score_gpt":0.2295707053661054,"score_spread":0.2089092888069824,"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."}}