{"id":"W4392729219","doi":"10.3171/2023.11.jns232272","title":"Core outcomes in nerve surgery: development of a core outcome set for brachial plexus and upper extremity nerve injuries","year":2024,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Brachial plexus; Delphi method; Core (optical fiber); Surgery; Delphi; Physical therapy","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2450075,0.001489245,0.003218803,0.01488286,0.002825214,0.004783056,0.003334997,0.001913349,0.00213026],"category_scores_gemma":[0.2745802,0.0007426714,0.005730755,0.008627689,0.003007179,0.007888163,0.0144967,0.003850649,0.0006444406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01038324,"about_ca_system_score_gemma":0.04258216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002970739,"about_ca_topic_score_gemma":0.00334586,"domain_scores_codex":[0.8411073,0.08707283,0.03815852,0.002888602,0.02828123,0.002491478],"domain_scores_gemma":[0.7092363,0.1248016,0.03930513,0.01389225,0.1054156,0.007349042],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00169622,0.001738372,0.1452052,0.04244558,0.002190756,0.0003098201,0.01982403,0.01098375,0.002480499,0.05460605,0.02369255,0.6948273],"study_design_scores_gemma":[0.002151078,0.00889559,0.4979404,0.1115845,0.003794814,0.001663819,0.05155357,0.04312575,0.01381848,0.1241119,0.1403583,0.001001696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2865676,0.0130546,0.4938754,0.02161695,0.002235225,0.1232997,0.01150085,0.0009240764,0.04692556],"genre_scores_gemma":[0.3006626,0.00262547,0.5818586,0.001485239,0.0002122658,0.1042403,0.008006703,0.0001357184,0.0007731029],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7549925,"threshold_uncertainty_score":0.9310402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266237041620005,"score_gpt":0.3754733426592533,"score_spread":0.2488496384972528,"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."}}