{"id":"W4417076718","doi":"10.2106/jbjs.oa.25.00273","title":"Nerve Injury Severity and Outcomes","year":2025,"lang":"en","type":"article","venue":"JBJS Open Access","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Nerve injury; Spinal cord injury; Poison control; MEDLINE; Electromyography","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":[0.0002610587,0.00008521748,0.0002472243,0.00008346922,0.00009227743,0.0002541446,0.0002780795,0.00006094011,0.0001470855],"category_scores_gemma":[0.0001929346,0.00006174972,0.00004244241,0.0002212741,0.00006553649,0.0007045922,0.0005993126,0.0001177709,0.00001275669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002801314,"about_ca_system_score_gemma":0.00007533513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003509369,"about_ca_topic_score_gemma":0.00003487003,"domain_scores_codex":[0.9993697,0.00004096808,0.0001880769,0.0002083763,0.00008703335,0.0001058197],"domain_scores_gemma":[0.9994902,0.0001006162,0.00004131761,0.0002455327,0.00006565086,0.00005669003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002564607,0.0001424171,0.9347621,0.0002045808,0.00006243666,0.000007837941,0.00008322817,2.805228e-7,0.0007508685,0.002823367,0.01393481,0.0469716],"study_design_scores_gemma":[0.0006870538,0.00006715598,0.9790697,0.00008650489,0.00004697077,0.000002266944,0.00006823716,0.00002132668,0.002607557,0.003961836,0.01330653,0.000074861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584967,0.00008023364,0.00003669907,0.01133266,0.0002623179,0.0005995295,0.000008554381,0.00003051768,0.02915278],"genre_scores_gemma":[0.9843234,0.00001417311,0.0004840337,0.002613284,0.00002743978,0.00004191489,0.00001012221,0.000006020822,0.01247955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04689674,"threshold_uncertainty_score":0.251808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319464457771543,"score_gpt":0.4537031371871494,"score_spread":0.420508492609434,"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."}}