{"id":"W4283390857","doi":"10.3389/fpsyg.2022.887591","title":"Auditory Verb Generation Performance Patterns Dissociate Variants of Primary Progressive Aphasia","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Institutes of Health; Global Brain Health Institute","keywords":"Primary progressive aphasia; Noun; Psychology; Audiology; Inferior frontal gyrus; Aphasia; Verb; Cognitive psychology; Computer science; Natural language processing; Artificial intelligence; Medicine; Frontotemporal dementia; Cognition; Neuroscience; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004872829,0.0007470688,0.000485261,0.001268377,0.000166172,0.0005197136,0.0002588639,0.0007047558,0.001384877],"category_scores_gemma":[0.002883474,0.0002197614,0.0002376828,0.0002850632,0.0006053466,0.0003745595,0.0007055555,0.0003080519,0.0004809315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104268,"about_ca_system_score_gemma":0.00008934951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005885647,"about_ca_topic_score_gemma":0.0006740781,"domain_scores_codex":[0.9993463,0.0000900198,0.0001520298,0.0002263922,0.0001246026,0.00006061236],"domain_scores_gemma":[0.9983144,0.0008274848,0.0003693951,0.0001728967,0.0001549334,0.0001609259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003041764,0.0003976843,0.7889526,0.0001197092,0.0002166442,0.003516646,0.002406135,0.0004283273,0.1794406,0.0001211449,0.0001107951,0.02124798],"study_design_scores_gemma":[0.00003078849,0.0008247895,0.9879435,0.000005801206,0.00003227585,0.004885814,0.0003175163,0.0004312123,0.005278317,0.0001538115,0.000083966,0.00001226844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995254,0.00002799934,0.000154321,0.000004484284,0.000001651042,0.000008989929,0.00007457958,0.000007200625,0.0001953075],"genre_scores_gemma":[0.9995539,0.00001553354,0.0001594978,0.000007224657,0.000002373515,0.00001159763,0.0001446008,0.000006236424,0.00009904773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001384877,"threshold_uncertainty_score":0.00463289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714545659575851,"score_gpt":0.2925224994918814,"score_spread":0.2653770428961229,"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."}}