{"id":"W4413049945","doi":"10.1002/mus.28477","title":"<scp>AAOS</scp> 2024 <scp>CTS</scp> Guidelines—Comments by Members of <scp>AANEM CTS</scp> Severity Scale Workgroup","year":2025,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Workgroup; Scale (ratio); Computer science; Physics; Computer network","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":["metaepi_narrow"],"category_scores_codex":[0.001481448,0.001319894,0.00202018,0.0006264385,0.0004003304,0.0001857083,0.001317155,0.0009400981,0.0002990165],"category_scores_gemma":[0.004355116,0.001324599,0.001064478,0.002647658,0.0005349339,0.0005649884,0.0008489522,0.001438532,0.0002779548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520118,"about_ca_system_score_gemma":0.0005011018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341655,"about_ca_topic_score_gemma":0.0005230148,"domain_scores_codex":[0.9914728,0.000440291,0.002372992,0.00185463,0.001727581,0.002131662],"domain_scores_gemma":[0.9936398,0.001397288,0.0007978562,0.002187656,0.001019776,0.0009576379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002439392,0.001269309,0.02761645,0.0007716573,0.0006678399,0.0001186519,0.001432454,0.0001431852,0.02700283,0.0001194704,0.9301256,0.01070817],"study_design_scores_gemma":[0.008610147,0.0006111619,0.07068783,0.001569929,0.0009072063,0.00004565894,0.008512165,0.002711951,0.01875323,0.0006633195,0.8866805,0.0002468895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994327,0.007717996,0.0004694166,0.002272998,0.002176297,0.001767781,0.0003954204,0.0005243478,0.08524308],"genre_scores_gemma":[0.7804449,0.001383978,0.005852117,0.01829942,0.001055674,0.0005239784,0.001447517,0.0005279043,0.1904645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189877,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866476948340351,"score_gpt":0.294250960355771,"score_spread":0.2755861908723675,"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."}}