{"id":"W4384932612","doi":"10.6000/2292-2598.2023.11.03.1","title":"Cognitive Behavioural and Melodic Intonation Therapies on Verbal Communication Skills of Persons with Apraxia of Speech","year":2023,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Johannesburg; National Research Foundation","keywords":"Psychology; Apraxia; Rating scale; Audiology; Intonation (linguistics); Melody; Clinical psychology; Aphasia; Developmental psychology; Medicine; Psychiatry; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003705335,0.0002561607,0.0003970988,0.0002629233,0.0002376758,0.0001438418,0.000178609,0.0002540559,0.001131625],"category_scores_gemma":[0.001001355,0.00008391919,0.0002507259,0.0001166726,0.0002214476,0.0001513964,0.000203839,0.0003135746,0.0001071629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673632,"about_ca_system_score_gemma":0.0003950527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007294473,"about_ca_topic_score_gemma":0.00155342,"domain_scores_codex":[0.9997378,0.0001083964,0.00002548894,0.00002428881,0.00005740298,0.00004653124],"domain_scores_gemma":[0.9996953,0.00015386,0.00005414306,0.000009982637,0.00002243734,0.00006437832],"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":[0.03895776,0.09500743,0.0423505,0.002717041,0.0004462733,0.001175329,0.006772393,0.0006877419,0.09672634,0.0003543833,0.0005358773,0.7142689],"study_design_scores_gemma":[0.004592553,0.392032,0.5820925,0.0002548697,0.0004612753,0.001058165,0.003794602,0.0008068184,0.01166107,0.000321375,0.002889439,0.00003539131],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990138,0.0003701317,0.00004837608,0.00002884734,0.000007916814,0.0000459535,0.000005838929,0.000001412813,0.0004777613],"genre_scores_gemma":[0.9979337,0.0008229201,0.0004531241,0.00006373571,0.00002059337,0.0001191219,0.00002056142,6.312462e-7,0.0005655876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001131625,"threshold_uncertainty_score":0.00378567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759374770319298,"score_gpt":0.3212888587747382,"score_spread":0.2636951110715452,"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."}}