{"id":"W4310131919","doi":"10.1001/jamanetworkopen.2022.43890","title":"Upper Limb Nerve Transfer Surgery in Patients With Tetraplegia","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Tetraplegia; Medicine; Dash; Upper limb; Reinnervation; Elbow; Ulnar nerve; Range of motion; Rehabilitation; Spinal cord injury; Grip strength; Physical medicine and rehabilitation; Physical therapy; Hand strength; Surgery; Spinal cord","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":[0.0002651122,0.0002002132,0.0002864491,0.0005484097,0.0004246167,0.0003553499,0.0002092439,0.0003585947,0.001814308],"category_scores_gemma":[0.001321942,0.00007658581,0.0001978934,0.0006688913,0.0002841197,0.0003454076,0.0002942609,0.0003103482,0.0001995553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637464,"about_ca_system_score_gemma":0.0005022388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081589,"about_ca_topic_score_gemma":0.002491974,"domain_scores_codex":[0.9998463,0.00002551357,0.00002269884,0.00002761953,0.00003627345,0.0000415868],"domain_scores_gemma":[0.999566,0.00008457251,0.0002212486,0.00001028303,0.00002627578,0.00009144817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001688714,0.00007835047,0.9854119,0.00005842014,0.00002323903,0.003159027,0.0001238424,0.00009411755,0.0003586796,0.00001948189,0.0003034286,0.01020064],"study_design_scores_gemma":[0.00004944544,0.001143688,0.9798802,0.0000901658,0.00003720872,0.01690825,0.0005255006,0.0004118346,0.000265907,0.0001341833,0.0005461822,0.00000748342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980748,0.0008410303,0.00007443378,0.0001158317,0.00001152377,0.00002138521,0.00009056547,0.000004241446,0.000766089],"genre_scores_gemma":[0.999347,0.0003389466,0.00006034657,0.00003893805,0.00001576124,0.00001396506,0.00009024576,4.44213e-7,0.00009431337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001814308,"threshold_uncertainty_score":0.006069481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319985958141387,"score_gpt":0.2466780837341664,"score_spread":0.2334782241527525,"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."}}