{"id":"W4382933015","doi":"10.1212/wnl.0000000000207516","title":"Expressive Prosody in Patients With Focal Anterior Temporal Neurodegeneration","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institute on Aging; McGill University","keywords":"Frontotemporal dementia; Audiology; Prosody; Socioemotional selectivity theory; Psychology; Primary progressive aphasia; Frontotemporal lobar degeneration; Semantic dementia; Neuropsychology; Aphasia; Insula; Dementia; Medicine; Cognitive psychology; Neuroscience; Pathology; Cognition; Linguistics","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":[0.000234149,0.0005497712,0.0003238404,0.0009008136,0.0005299756,0.0004153697,0.0002082775,0.0005163392,0.001961345],"category_scores_gemma":[0.0009382363,0.0001603806,0.0002103314,0.0004714561,0.000414234,0.0003533197,0.0003513122,0.000240511,0.0002309524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002669766,"about_ca_system_score_gemma":0.0001580668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002209616,"about_ca_topic_score_gemma":0.002253248,"domain_scores_codex":[0.9999123,0.00001355398,0.00001494628,0.00002954847,0.00001460158,0.00001521669],"domain_scores_gemma":[0.9997395,0.00006284487,0.0001077944,0.00001552619,0.00002688448,0.00004747785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001444046,0.00009663517,0.971534,0.0000485725,0.00007566442,0.007703468,0.0009720013,0.0001077712,0.009686206,0.00004622333,0.0001877716,0.008097728],"study_design_scores_gemma":[0.00002759313,0.0002759341,0.9872383,0.00001093319,0.00002945068,0.01112873,0.000456644,0.0001311076,0.0004812385,0.00008189465,0.0001312416,0.000006953295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995914,0.00009600761,0.00003216233,0.00001136047,0.00000191082,0.000004932761,0.00005399636,0.000002549409,0.0002056634],"genre_scores_gemma":[0.9997086,0.00005143393,0.00004782498,0.00001149955,0.000004047896,0.000005502199,0.0001102997,8.019158e-7,0.00005993913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209616,"threshold_uncertainty_score":0.006561399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139499251156803,"score_gpt":0.2472105916112396,"score_spread":0.2332606664955593,"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."}}