{"id":"W3202782247","doi":"10.1097/bth.0000000000000359","title":"Rehabilitation Following Nerve Transfer Surgery","year":2021,"lang":"en","type":"article","venue":"Techniques in Hand and Upper Extremity Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Medicine; Peripheral nerve; Rehabilitation; Nerve repair; Plan (archaeology); Surgery; Physical therapy; Physical medicine and rehabilitation; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.001370434,0.0001741505,0.0005580408,0.0003115106,0.00009643118,0.00003720101,0.00002460962,0.0001942768,0.00006856509],"category_scores_gemma":[0.0009877529,0.0001554221,0.0004037516,0.00042864,0.0001367825,0.0002411431,0.00002083227,0.0002337717,0.000001949658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005957847,"about_ca_system_score_gemma":0.0001607389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004162548,"about_ca_topic_score_gemma":0.00001794529,"domain_scores_codex":[0.9984028,0.0002018737,0.0005262083,0.0003978983,0.0002118301,0.0002593471],"domain_scores_gemma":[0.9970942,0.002414962,0.00003217032,0.0002637308,0.00009601093,0.00009888677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122081,0.0002548004,0.8897055,0.0003979381,0.00002279944,0.0002245186,0.0004998046,1.474418e-7,0.0366762,0.0001570286,0.001336872,0.07060231],"study_design_scores_gemma":[0.0005296344,0.0001293127,0.7584683,0.002894878,0.0001198448,0.0002253298,0.0007527601,0.00004337819,0.2208252,0.004313156,0.01110982,0.0005882883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945585,0.001475052,0.0004551851,0.002285372,0.000228903,0.0002392123,0.000005343463,0.0001557192,0.0005967845],"genre_scores_gemma":[0.9963576,0.0002593895,0.002553606,0.0002868329,0.00009771766,0.0000639327,0.00006068947,0.00002278773,0.000297476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.184149,"threshold_uncertainty_score":0.633793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982481531554203,"score_gpt":0.2836313660815357,"score_spread":0.2638065507659937,"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."}}