{"id":"W4406945841","doi":"10.1044/2024_ajslp-24-00284","title":"Developing a Profile of Canadian Children With Cerebral Palsy Who Require Augmentative and Alternative Communication","year":2025,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; McMaster University; Queen's University; Western University; Thames Valley Children's Centre; University of Toronto","funders":"","keywords":"Cerebral palsy; Augmentative and alternative communication; Typically developing; Physical medicine and rehabilitation; Medicine; Psychology; Audiology; Computer science; Developmental psychology; Psychiatry; Autism","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009195458,0.0004490902,0.0003871966,0.002403582,0.004218774,0.001337526,0.001002004,0.0005406484,0.002725247],"category_scores_gemma":[0.003875025,0.000289663,0.0005415102,0.003938085,0.0007551407,0.0007984313,0.001153632,0.0009571963,0.0003754585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02749453,"about_ca_system_score_gemma":0.04169464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9713725,"about_ca_topic_score_gemma":0.9844688,"domain_scores_codex":[0.9989417,0.00004996163,0.0000655585,0.00008321068,0.0004743438,0.0003852319],"domain_scores_gemma":[0.9972819,0.0001213136,0.0004327419,0.00003591101,0.0015806,0.000547537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005317188,0.00004334121,0.9652273,0.0001307333,0.00001331732,0.0009578819,0.01036044,0.0001205677,0.0004257957,0.0003652243,0.005054632,0.01724762],"study_design_scores_gemma":[0.000005318018,0.00006017894,0.955747,0.0002557467,0.00003200502,0.001271549,0.03469197,0.0003648498,0.0002419097,0.0001263482,0.007158548,0.00004453703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842406,0.0008090001,0.0002734932,0.001346156,0.00003446295,0.0001669444,0.003855024,0.00002585713,0.009248488],"genre_scores_gemma":[0.9933043,0.001397559,0.001162603,0.0002893031,0.000007496755,0.0001164371,0.002249078,0.00001409854,0.00145915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02862746,"threshold_uncertainty_score":0.1994877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025705772390977,"score_gpt":0.3928344235833077,"score_spread":0.3625773658593979,"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."}}