{"id":"W4313440986","doi":"10.3171/2022.9.focvid2282","title":"Distal anterior interosseous nerve to ulnar nerve motor branch reverse end-to-side transfer in a case of severe ulnar neuropathy","year":2023,"lang":"en","type":"article","venue":"Neurosurgical Focus Video","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ulnar nerve; Medicine; Ulnar neuropathy; Anatomy; Motor nerve; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006958144,0.0003637609,0.0008553464,0.0005799929,0.0000831125,0.000030588,0.0001484859,0.0001754436,0.0001731757],"category_scores_gemma":[0.001345281,0.0003107002,0.0004797022,0.00163926,0.0001483577,0.0001608388,0.0001186784,0.0004788759,0.000174773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006278646,"about_ca_system_score_gemma":0.00008297434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005282785,"about_ca_topic_score_gemma":0.0001825398,"domain_scores_codex":[0.9965808,0.0004211918,0.00106079,0.0008317487,0.0004861937,0.0006193197],"domain_scores_gemma":[0.9976877,0.0009295693,0.0000653362,0.0005726978,0.0001387808,0.0006059062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009974095,0.001294472,0.03367455,0.000873754,0.00006501812,0.1483455,0.005769251,0.0004603596,0.7088321,0.00007436792,0.001154025,0.08948245],"study_design_scores_gemma":[0.02032639,0.02457167,0.7347252,0.003685895,0.0005616985,0.04943871,0.002090582,0.00150393,0.09080236,0.000241839,0.06919305,0.002858619],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934773,0.00005721858,0.0001041187,0.003705771,0.0007597523,0.001188143,0.0002195991,0.0001776772,0.0003104306],"genre_scores_gemma":[0.9973784,0.00002472251,0.00005533424,0.0008376202,0.0001863862,0.0001074404,0.00001946602,0.00007741879,0.001313227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7010507,"threshold_uncertainty_score":0.9999345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159445533611773,"score_gpt":0.2749991323390561,"score_spread":0.2590545789778788,"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."}}