{"id":"W2164382013","doi":"10.3109/17518423.2013.832431","title":"Motor speech treatment protocol for developmental motor speech disorders","year":2013,"lang":"en","type":"article","venue":"Developmental Neurorehabilitation","topic":"Language Development and Disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Speech and Stuttering Institute; Toronto Rehabilitation Institute; University of Toronto","funders":"Health Research Board; Childhood Apraxia of Speech Association of North America","keywords":"Speech production; Psychology; Audiology; Psychosocial; Sensory system; Motor control; Speech sound; Population; Protocol (science); Physical medicine and rehabilitation; Speech recognition; Medicine; Cognitive psychology; Computer science; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002497187,0.0006378168,0.0004160514,0.0003688478,0.0003633065,0.0001419264,0.0003567961,0.0002149344,0.005574537],"category_scores_gemma":[0.0002178245,0.0005687953,0.0002380175,0.0004138581,0.000169696,0.0005181421,0.00008895722,0.0001410466,0.002344611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007173494,"about_ca_system_score_gemma":0.0003006333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004891414,"about_ca_topic_score_gemma":0.0002378804,"domain_scores_codex":[0.9965546,0.0001532442,0.000899154,0.001056415,0.0004515396,0.0008850935],"domain_scores_gemma":[0.9986135,0.0004506173,0.0002207773,0.0002926073,0.0001671099,0.0002554169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001428548,0.003114859,0.1246033,0.0002772839,0.0003755928,0.00002629742,0.02320325,0.000002081275,0.01945844,0.0008936063,0.02913493,0.7974818],"study_design_scores_gemma":[0.01381992,0.002562356,0.8046265,0.00007863683,0.00003941657,0.00007479961,0.01693887,0.00008849666,0.004291052,0.003049942,0.1526037,0.00182634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.767465,0.00001137219,0.000287466,0.0008187687,0.0007427389,0.2114048,0.00005806895,0.0003987552,0.01881306],"genre_scores_gemma":[0.1192108,0.000002396029,0.10626,0.0007540601,0.0001426166,0.7603004,0.0003487841,0.0001668128,0.01281415],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7956555,"threshold_uncertainty_score":0.9996763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337673547012385,"score_gpt":0.3153747179213651,"score_spread":0.2919979824512413,"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."}}