{"id":"W4399664661","doi":"10.21203/rs.3.rs-4365824/v1","title":"Handwriting speed in juvenile idiopathic arthritis using the Detailed Assessment of Speed of Handwriting","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Handwriting; Percentile; Medicine; Physical therapy; Dash; Physical medicine and rehabilitation; Grip strength; Psychology; Audiology; Artificial intelligence; Computer science; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001514265,0.0006082263,0.0005032499,0.002402426,0.0002365811,0.0007011754,0.0002184802,0.0005039421,0.001540613],"category_scores_gemma":[0.007307425,0.000241534,0.0003442073,0.0009538801,0.000232747,0.0008354366,0.0007226384,0.0003665892,0.0003789027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003433804,"about_ca_system_score_gemma":0.0003240241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00627107,"about_ca_topic_score_gemma":0.006501568,"domain_scores_codex":[0.9990914,0.0003207016,0.0001595265,0.0001468822,0.0002121223,0.00006940397],"domain_scores_gemma":[0.9970066,0.001168167,0.0009498023,0.0001751567,0.0004867685,0.0002135247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001170631,0.0001880975,0.9545547,0.00008067723,0.0001437277,0.0001905476,0.0004398059,0.001136275,0.003761995,0.00004799687,0.0002607265,0.03802481],"study_design_scores_gemma":[0.00001431302,0.0003707191,0.9976659,0.00001346085,0.00003098173,0.0002031796,0.00008156793,0.0009955277,0.0004411916,0.00004155321,0.0001312338,0.00001053638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978508,0.0001985678,0.0005398982,0.00001731205,0.000008001222,0.0000416068,0.0003054524,0.0000195059,0.001018831],"genre_scores_gemma":[0.9981598,0.000112579,0.0006915444,0.000007925511,0.0000090106,0.00002794989,0.0002529057,0.000005340692,0.0007328684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00627107,"threshold_uncertainty_score":0.01246911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157917890243803,"score_gpt":0.4659314172373544,"score_spread":0.3501396282129741,"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."}}