{"id":"W4414746122","doi":"10.1002/pmrj.70020","title":"Ultrasonographic evaluation of ulnar innervated muscles in ulnar neuropathy at the elbow","year":2025,"lang":"en","type":"article","venue":"PM&R","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Elbow; Ulnar neuropathy; Echogenicity; Ulnar nerve; Entrapment Neuropathy; Ultrasonography","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":[0.001247841,0.0003987367,0.0002064557,0.0009658755,0.0001308279,0.0002880053,0.0002615851,0.0003526055,0.001467209],"category_scores_gemma":[0.004167443,0.0001861194,0.0001181868,0.0003559951,0.0003491745,0.0003558901,0.0003543644,0.0002020219,0.0002218502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426542,"about_ca_system_score_gemma":0.0001246601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006495871,"about_ca_topic_score_gemma":0.0007106934,"domain_scores_codex":[0.9996694,0.000113774,0.0000494358,0.00006350323,0.00006783855,0.00003607554],"domain_scores_gemma":[0.9975638,0.0007358668,0.001182277,0.00009537464,0.0002625329,0.0001601004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369496,0.00002297847,0.9945002,0.00003520649,0.00001827926,0.0002349804,0.0001082132,0.00005580087,0.002116745,0.000006898735,0.00001555465,0.002748179],"study_design_scores_gemma":[0.000004329638,0.0002108619,0.9967651,0.00001314134,0.00001696747,0.002182316,0.0001389351,0.0001319891,0.0004665504,0.00001369068,0.00005335659,0.000002656451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993802,0.0002281216,0.0001776052,0.000006958639,0.000001331697,0.000005851218,0.00003247335,0.000003222207,0.00016424],"genre_scores_gemma":[0.9994569,0.00009245262,0.0003094899,0.000008265295,0.000006072828,0.000006065316,0.00005135791,9.52274e-7,0.00006838778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001467209,"threshold_uncertainty_score":0.006599307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480791657157969,"score_gpt":0.3159943752311813,"score_spread":0.2911864586596016,"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."}}