{"id":"W2000612596","doi":"10.1007/s10803-011-1206-0","title":"Handwriting Difficulties in Children with Autism Spectrum Disorders: A Scoping Review","year":2011,"lang":"en","type":"review","venue":"Journal of Autism and Developmental Disorders","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":206,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Handwriting; Autism; Psychology; Legibility; Autism spectrum disorder; Developmental psychology; Cognitive psychology; Computer science; Artificial intelligence","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"],"consensus_categories":[],"category_scores_codex":[0.001177941,0.0003691137,0.001292856,0.0003851114,0.0004797812,0.0001439037,0.0003147472,0.0001958223,0.00007875048],"category_scores_gemma":[0.0001364677,0.0002938008,0.0002044655,0.0004989377,0.0002948059,0.0003818144,0.00006709348,0.0005531482,0.00000775046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059619,"about_ca_system_score_gemma":0.001574121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670935,"about_ca_topic_score_gemma":0.004290546,"domain_scores_codex":[0.997438,0.0003120335,0.001070553,0.0003101325,0.0003871307,0.0004821645],"domain_scores_gemma":[0.9986058,0.0001679691,0.0009502154,0.0000881884,0.00001546474,0.0001723342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006351901,0.0001741617,0.004349851,0.01747677,0.0001687409,0.000005142943,0.005617607,1.153771e-7,1.398295e-8,0.002490674,0.0002691234,0.9694414],"study_design_scores_gemma":[0.0008599552,0.0001456382,0.01133428,0.8354529,0.0005012778,0.0003160858,0.004964034,1.29351e-7,7.163722e-8,0.001319495,0.1441561,0.0009501153],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005393183,0.9941893,0.00001703478,0.0008413201,0.000167685,0.0009440861,0.000005375878,0.00002660863,0.003269273],"genre_scores_gemma":[0.001968801,0.9966142,0.001032695,0.00005949672,0.00008217121,0.00003395328,0.00001863817,0.00003794076,0.0001520943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9684913,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607166367563248,"score_gpt":0.3193153196556136,"score_spread":0.2932436559799811,"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."}}