{"id":"W2003562741","doi":"10.1227/01.neu.0000303197.87672.31","title":"FUNCTIONAL OUTCOME OF BRACHIAL PLEXUS RECONSTRUCTION AFTER TRAUMA","year":2007,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Medicine; Brachial plexus; Brachial plexus injury; Avulsion; Quality of life (healthcare); Visual analogue scale; Surgery; Physical therapy; Hand surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835563,0.00008159318,0.0001894212,0.0001699093,0.0000297832,0.000003831091,0.00001591948,0.00007840738,0.0003655142],"category_scores_gemma":[0.0001996997,0.00006984203,0.00017026,0.0001543448,0.0001013355,0.00009264851,0.000007033875,0.0001485315,0.00002392943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002071439,"about_ca_system_score_gemma":0.00002149721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007951754,"about_ca_topic_score_gemma":0.000004963445,"domain_scores_codex":[0.9990188,0.00003138062,0.0004436486,0.0001635811,0.0002042489,0.0001383027],"domain_scores_gemma":[0.9993426,0.0002729369,0.00009528037,0.0001418149,0.00007676263,0.00007056348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001285427,0.0001192488,0.9296795,0.00007267299,0.00001029013,0.00002638559,0.00002467432,0.000003075759,0.02841608,0.00005314645,0.0002866916,0.04002286],"study_design_scores_gemma":[0.0003982161,0.0001681394,0.9841822,0.00002415676,0.00002567458,0.0002030213,0.00002326589,0.00000736154,0.01393935,0.0001015331,0.0008689901,0.00005811544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957614,0.00002945725,0.0002353008,0.0001555415,0.002389908,0.0001172326,0.000006812453,0.00003930482,0.001265053],"genre_scores_gemma":[0.9982902,0.00000144255,0.0003589175,0.000317372,0.0003479483,0.000005292702,0.000009284401,0.00001201964,0.0006574898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05450273,"threshold_uncertainty_score":0.4002124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940582709266253,"score_gpt":0.2839842922972931,"score_spread":0.2545784652046306,"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."}}