{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030281,0.0003878268,0.0003597003,0.0009169897,0.0003532663,0.0005938525,0.0002854559,0.0003549629,0.002525827],"category_scores_gemma":[0.004102915,0.00008849343,0.0005176762,0.000505064,0.0004687112,0.0003782683,0.0004908492,0.0003138872,0.0004537531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162804,"about_ca_system_score_gemma":0.0002715165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007470641,"about_ca_topic_score_gemma":0.0008043947,"domain_scores_codex":[0.9992412,0.0002385809,0.00009828676,0.00005909972,0.0001779489,0.0001848547],"domain_scores_gemma":[0.9981419,0.0002772693,0.0008590412,0.00004971363,0.0003013569,0.0003706821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369645,0.0004048256,0.9740286,0.00008996073,0.000220521,0.0009344209,0.000285111,0.0006355974,0.001036998,0.00002655066,0.0003313179,0.02063653],"study_design_scores_gemma":[0.0000430043,0.002328119,0.9930788,0.00004601143,0.00006465753,0.00296415,0.0002922073,0.0005198082,0.0003651855,0.0000552431,0.0002301726,0.00001272041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989317,0.0003856657,0.00005973637,0.00004604716,0.00000871514,0.000008381229,0.0001216901,0.000004550555,0.0004334998],"genre_scores_gemma":[0.9996031,0.00006233386,0.00002449399,0.00001133733,0.000005779938,0.000005199844,0.0001796012,8.674394e-7,0.0001072282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002525827,"threshold_uncertainty_score":0.008449793,"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."}}