{"id":"W3006513331","doi":"","title":"Speech treatment for people with hereditary ataxia – a feasibility study","year":2019,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysarthria; Audiology; Psychology; Ataxia; Prosody; Intelligibility (philosophy); Affect (linguistics); Quality of life (healthcare); Speech disorder; Medicine; Speech recognition; Communication; Psychiatry; Computer science; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01338221,0.0007029852,0.002799749,0.001494089,0.001155682,0.001438483,0.0008271817,0.003121842,0.01659022],"category_scores_gemma":[0.01890731,0.0008892387,0.004384262,0.001456476,0.0006486112,0.0025439,0.001887474,0.002631173,0.001957407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522262,"about_ca_system_score_gemma":0.006420372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589055,"about_ca_topic_score_gemma":0.005842835,"domain_scores_codex":[0.9944565,0.003366271,0.0009009076,0.0002755075,0.0005597433,0.0004410166],"domain_scores_gemma":[0.9887029,0.005765883,0.001815263,0.0004706789,0.001720672,0.00152459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1396182,0.108075,0.04321525,0.1437079,0.008160605,0.005016881,0.01249485,0.001145556,0.002965936,0.003736746,0.03018237,0.5016808],"study_design_scores_gemma":[0.2673444,0.3602117,0.1965626,0.05865725,0.01223876,0.002877357,0.01896664,0.001264119,0.0007894807,0.004428431,0.07615515,0.0005042276],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7698041,0.04462074,0.002504673,0.01038609,0.001632762,0.1428047,0.01147565,0.0001245638,0.01664668],"genre_scores_gemma":[0.7211841,0.03598955,0.01793541,0.01391317,0.001270496,0.2015104,0.003740642,0.00003789739,0.004418468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01659022,"threshold_uncertainty_score":0.07077277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286515918187344,"score_gpt":0.2270042201445847,"score_spread":0.1983526283258503,"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."}}