{"id":"W3201227001","doi":"10.1016/j.bjps.2021.08.042","title":"A comparative study using electromyography to assess hand exercises for rehabilitation after ulnar nerve decompression","year":2021,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electromyography; Physical medicine and rehabilitation; Rehabilitation; Medicine; Ulnar nerve; Ulnar neuropathy; Physical therapy; Anatomy; Elbow","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":[0.0014634,0.0005520352,0.0009008564,0.001261347,0.0004221745,0.000324698,0.0004329126,0.0007595363,0.002639518],"category_scores_gemma":[0.002756214,0.0002062189,0.000640686,0.0007502439,0.0006492482,0.0008405473,0.0003111319,0.0003808694,0.0004407277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674112,"about_ca_system_score_gemma":0.0003106709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008671279,"about_ca_topic_score_gemma":0.001288921,"domain_scores_codex":[0.9991652,0.0003141328,0.0001293926,0.0001191389,0.0001566064,0.0001156113],"domain_scores_gemma":[0.9983754,0.0009626168,0.0001430587,0.0001017344,0.0002631251,0.0001540538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1453442,0.04514695,0.3469615,0.002148285,0.001458998,0.007806189,0.004634457,0.0009937163,0.1966738,0.0005072575,0.0004392532,0.2478854],"study_design_scores_gemma":[0.003387244,0.2297438,0.7395777,0.0001064712,0.001035839,0.004796114,0.002266646,0.001239138,0.01582746,0.0001533123,0.001775271,0.00009097567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982637,0.000512304,0.0003643864,0.00001197331,0.00002098727,0.0001066809,0.00004607719,0.000003588818,0.0006705038],"genre_scores_gemma":[0.9982638,0.0004293935,0.0005838446,0.0000453345,0.00003860073,0.00009157638,0.00009472809,0.000003258576,0.0004496159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639518,"threshold_uncertainty_score":0.00883013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04832783336936842,"score_gpt":0.3363194617717488,"score_spread":0.2879916284023804,"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."}}