{"id":"W2054148927","doi":"10.1080/10400435.2010.518580","title":"Text Entry via Character Stroke Disambiguation for an Adolescent With Severe Motor Impairment and Cortical Visual Impairment","year":2010,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"Ontario Centres of Excellence","keywords":"Motor impairment; Visual impairment; Physical medicine and rehabilitation; Stroke (engine); Character (mathematics); Psychology; Medicine; Audiology; Neuroscience; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001227311,0.0002111013,0.0002896072,0.0001601883,0.0001220934,0.00001560567,0.00006633066,0.0002371821,0.00009956351],"category_scores_gemma":[0.00004786782,0.0001617674,0.00005350003,0.00009735637,0.0002651,0.00008565102,0.00005539379,0.0003450781,0.00001062474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007223932,"about_ca_system_score_gemma":0.00006217215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001532794,"about_ca_topic_score_gemma":0.0001495101,"domain_scores_codex":[0.9988132,0.00001764074,0.0002259636,0.0004174887,0.000174236,0.0003514439],"domain_scores_gemma":[0.9993759,0.00003070731,0.00009750466,0.0002384722,0.0001044894,0.0001529572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002526756,0.003215477,0.7532221,0.0001381543,0.0002124343,0.00001466299,0.00007835969,2.293159e-7,0.1574571,0.001704604,0.0003258394,0.08110424],"study_design_scores_gemma":[0.004831659,0.008451916,0.9769043,0.00005867783,0.0001889049,0.00008408014,0.0005108979,0.000724689,0.005626932,0.0001302107,0.002249643,0.0002380356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920379,0.00001852929,0.003236098,0.002655655,0.0001196522,0.001540302,0.00002838664,0.0001585237,0.0002049733],"genre_scores_gemma":[0.9968338,0.00001297238,0.00158215,0.0005824562,0.00008584561,0.0002796771,0.0001012128,0.0000253685,0.0004965295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2236823,"threshold_uncertainty_score":0.6596685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008148590367667609,"score_gpt":0.2737367640938994,"score_spread":0.2655881737262317,"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."}}