{"id":"W4307726411","doi":"10.1016/j.jht.2022.09.006","title":"The patient-rated elbow evaluation was successfully translated into the Arabic language","year":2022,"lang":"en","type":"article","venue":"Journal of Hand Therapy","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Arabic; Elbow; Medicine; Natural language processing; Artificial intelligence; Psychology; Physical medicine and rehabilitation; Computer science; Physical therapy; Linguistics; Surgery","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":[0.001772074,0.0006309472,0.0005277327,0.0005517674,0.0003873243,0.0006833477,0.0002020549,0.0002292423,0.01319889],"category_scores_gemma":[0.007309484,0.0001105667,0.0004453401,0.0003243313,0.0003698893,0.0003147193,0.0003761302,0.0007523316,0.005283488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004835639,"about_ca_system_score_gemma":0.0008490215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405399,"about_ca_topic_score_gemma":0.002919284,"domain_scores_codex":[0.9987866,0.0005233676,0.0002217765,0.00007218041,0.0003118365,0.00008416033],"domain_scores_gemma":[0.9969918,0.0008110816,0.0001596837,0.000153067,0.00181345,0.00007093731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003770898,0.002675062,0.06548413,0.001885806,0.0001873819,0.005951964,0.0217932,0.002536674,0.09067015,0.006169851,0.05726614,0.7416087],"study_design_scores_gemma":[0.001035667,0.004379592,0.4566742,0.00175543,0.0003812994,0.0103837,0.02167348,0.008022632,0.07255743,0.006300576,0.4161611,0.0006749454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857794,0.001468514,0.04028471,0.005535422,0.002706795,0.003772084,0.007511346,0.0007770295,0.1521646],"genre_scores_gemma":[0.8877087,0.001525263,0.07011241,0.001012512,0.0003164831,0.00239709,0.001774989,0.0004940491,0.03465829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319889,"threshold_uncertainty_score":0.04415464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714024599147764,"score_gpt":0.2942165674961285,"score_spread":0.2770763215046508,"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."}}