{"id":"W4408379131","doi":"10.3389/fpsyg.2025.1554104","title":"Acquired language disorders beyond aphasia: foreign accent syndrome as a neurological, speech, and psychiatric disorder","year":2025,"lang":"en","type":"review","venue":"Frontiers in Psychology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary; Alberta Health Services","funders":"","keywords":"Aphasia; Psychology; Stress (linguistics); Speech disorder; Context (archaeology); Causation; Linguistics; Prosody; Cognitive psychology; Psychiatry","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":[0.0002977881,0.0006118459,0.0008854151,0.002618645,0.0003609119,0.0008533307,0.0004653802,0.0009233666,0.001715324],"category_scores_gemma":[0.0006443209,0.0001285897,0.0003096667,0.002393296,0.0006709971,0.001329154,0.0006663472,0.001366022,0.0005839254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005101505,"about_ca_system_score_gemma":0.001186807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272396,"about_ca_topic_score_gemma":0.00258753,"domain_scores_codex":[0.9998797,0.00002545581,0.00002185145,0.0000224887,0.00003728517,0.00001316432],"domain_scores_gemma":[0.9997825,0.0001176845,0.00004100634,0.000005337135,0.000033443,0.00001998878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005333063,0.00004364345,0.0005383897,0.01875262,0.0001046491,0.0009330394,0.0003925907,0.0001821122,0.0008107364,0.007228404,0.02483452,0.9461258],"study_design_scores_gemma":[0.00001974364,0.000119177,0.005057354,0.01532724,0.0002678336,0.0172973,0.0006735265,0.00008963989,0.0002879536,0.005026403,0.9557993,0.00003460143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001244394,0.9989671,0.00003101521,0.0001834142,0.0001260927,0.000001151103,0.000003445178,0.000001713552,0.000561534],"genre_scores_gemma":[0.001338282,0.9977692,0.00005673796,0.000284757,0.0002777831,0.000002559795,0.00001003219,6.141686e-7,0.000260019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002618645,"threshold_uncertainty_score":0.005738378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233364941684882,"score_gpt":0.3306728157297543,"score_spread":0.3183391663129054,"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."}}