{"id":"W4409147519","doi":"10.1007/s10072-025-08136-4","title":"Neuroradiological insights into primary progressive apraxia of speech: a case report","year":2025,"lang":"en","type":"letter","venue":"Neurological Sciences","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Neuroradiology; Apraxia; Neurosurgery; Neurology; Medicine; Audiology; Primary progressive aphasia; Psychology; Radiology; Pathology; Aphasia; Psychiatry; Frontotemporal dementia; Dementia; Disease","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":[0.001263496,0.00627453,0.002788036,0.00775771,0.007235304,0.00458108,0.005751144,0.020513,0.005698067],"category_scores_gemma":[0.008571413,0.003486548,0.003777957,0.00488287,0.006489284,0.006716096,0.005346263,0.01118976,0.003251584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005000884,"about_ca_system_score_gemma":0.002946227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008035578,"about_ca_topic_score_gemma":0.008901846,"domain_scores_codex":[0.9983807,0.0001651375,0.0002171565,0.0004409085,0.0002298474,0.0005663036],"domain_scores_gemma":[0.9936519,0.002807156,0.0008612076,0.0008336311,0.0004702251,0.001375872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000008655163,0.00002441586,0.0002871077,0.00001025233,0.000002745032,0.9991361,0.00004933969,0.00002637462,0.0001135735,0.00007434066,0.00008893842,0.0001780979],"study_design_scores_gemma":[0.00001923647,0.00004420328,0.0009751125,0.00001395088,0.00002077373,0.997516,0.0001096949,0.0003391597,0.0002773743,0.0003497196,0.0003206852,0.000013957],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818468,0.009409123,0.009931193,0.03046708,0.002648788,0.0009654643,0.001492145,0.000919733,0.06231964],"genre_scores_gemma":[0.9729096,0.002965028,0.004944257,0.004313212,0.008933855,0.0001480033,0.0002143153,0.0001188134,0.005452897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.020513,"threshold_uncertainty_score":0.03628415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04793223231836456,"score_gpt":0.3132248857232656,"score_spread":0.265292653404901,"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."}}