{"id":"W2089348998","doi":"10.1177/0883073814534320","title":"Trends in Communicative Access Solutions for Children With Cerebral Palsy","year":2014,"lang":"en","type":"review","venue":"Journal of Child Neurology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Cerebral palsy; Augmentative and alternative communication; Computer science; Human–computer interaction; Gaze; Nonverbal communication; Physical medicine and rehabilitation; Medicine; Psychology; Artificial intelligence; Communication","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002094603,0.0003709341,0.002492774,0.0010583,0.0007049255,0.000008344798,0.00241966,0.0009643659,0.0001600112],"category_scores_gemma":[0.0005420141,0.0002543091,0.0004997423,0.0005641388,0.0004797364,0.0001168123,0.0008257793,0.005661781,0.00001167088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327621,"about_ca_system_score_gemma":0.0004610493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001871243,"about_ca_topic_score_gemma":0.0005359139,"domain_scores_codex":[0.9931375,0.00394368,0.001861457,0.0003057918,0.0001426521,0.0006089497],"domain_scores_gemma":[0.9918315,0.002890267,0.003535142,0.001338904,0.0002918957,0.00011226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003490894,0.0005585585,0.0170559,0.001427021,0.0005909267,0.000004854732,0.0001256029,0.000005091249,1.420009e-8,0.00612118,0.03843373,0.9353281],"study_design_scores_gemma":[0.001508391,0.0006688561,0.04451437,0.002137288,0.0004326245,0.0002151904,0.00000711564,0.000003367289,2.901124e-8,0.0004339469,0.9498908,0.0001880432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001032906,0.9375256,0.0005173847,0.05605123,0.0004195295,0.001665588,0.0001223139,0.00005806606,0.003536942],"genre_scores_gemma":[0.002195446,0.9898825,0.0001709277,0.006879183,0.0002542608,0.000351433,0.0001109607,0.00006350336,0.00009174994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.93514,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694689896676045,"score_gpt":0.4949058087766913,"score_spread":0.3254368191090868,"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."}}