{"id":"W2494398143","doi":"10.1080/02687038.2016.1191054","title":"Slowed articulation rate is a sensitive diagnostic marker for identifying non-fluent primary progressive aphasia","year":2016,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Deafness and Other Communication Disorders","keywords":"Fluency; Primary progressive aphasia; Aphasia; Audiology; Medicine; Articulation (sociology); Rating scale; Psychology; Cognitive psychology; Disease; Frontotemporal dementia; Pathology; Developmental psychology","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":[0.001468432,0.0005796716,0.0003828242,0.001539871,0.0002045112,0.0006794782,0.0003460287,0.0006263721,0.0009964824],"category_scores_gemma":[0.006847295,0.0001526536,0.0002399672,0.0003904445,0.0004330773,0.0003283942,0.0004037074,0.0003930418,0.0004147638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045169,"about_ca_system_score_gemma":0.0001817658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007720175,"about_ca_topic_score_gemma":0.0009938509,"domain_scores_codex":[0.9991733,0.0002279313,0.0001437958,0.0002127015,0.0001923172,0.00004987561],"domain_scores_gemma":[0.9953558,0.001851409,0.001808916,0.0001852644,0.0005203084,0.0002783205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007222577,0.00008786447,0.9584513,0.00007967289,0.00008032259,0.0004150075,0.0002597354,0.0002212412,0.02254129,0.00005354523,0.000189426,0.01689847],"study_design_scores_gemma":[0.00001274418,0.0004408873,0.9915251,0.00002619783,0.00005276345,0.002798911,0.0001525201,0.0009343791,0.003758197,0.00007162352,0.0002152941,0.00001141331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971737,0.000567912,0.001014814,0.00002960144,0.0000157009,0.00002192619,0.0001655179,0.00003755232,0.0009732973],"genre_scores_gemma":[0.9985474,0.0001106082,0.00107059,0.00001411075,0.00001097842,0.0000155858,0.0001307178,0.000003097935,0.00009692531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539871,"threshold_uncertainty_score":0.007765949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241251806078625,"score_gpt":0.3131013936490413,"score_spread":0.280688875588255,"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."}}