{"id":"W4416428257","doi":"10.1177/22925503251392593","title":"Nerve Injury Related to Firearm Extremity Trauma","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Nerve injury; Peripheral nerve injury; Brachial plexus; Brachial plexus injury; Injury Severity Score; Concomitant; Epineurial repair; Penetrating trauma; Poison control","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":[],"consensus_categories":[],"category_scores_codex":[0.0003539339,0.0001768313,0.0001981952,0.000957392,0.0002966535,0.0004327336,0.0003183335,0.0002432101,0.007624633],"category_scores_gemma":[0.002112839,0.00008310816,0.000179071,0.001291764,0.000214949,0.0003758067,0.0003787983,0.0002851792,0.0006128965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080828,"about_ca_system_score_gemma":0.0003830264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726569,"about_ca_topic_score_gemma":0.002510835,"domain_scores_codex":[0.9996119,0.00005628014,0.00007107715,0.00006435085,0.000122849,0.00007361887],"domain_scores_gemma":[0.9983982,0.0002530518,0.001053996,0.00006104622,0.0001349031,0.00009873726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006393455,0.00002516544,0.9875464,0.0000973386,0.00002439439,0.001126242,0.00006914978,0.00007070576,0.000216509,0.00002783529,0.0002201273,0.01051235],"study_design_scores_gemma":[0.000004915654,0.0001402373,0.9845346,0.0001518862,0.00002213107,0.01348194,0.0002248718,0.0001454028,0.0003600893,0.00006204172,0.0008674126,0.000004394064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944077,0.001567208,0.0002927437,0.00009720763,0.00001304391,0.00004366125,0.0009285808,0.00001489011,0.002634945],"genre_scores_gemma":[0.9974613,0.001053541,0.0001760273,0.00006922323,0.00002374249,0.00001209793,0.0008688424,0.000001822643,0.0003334406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007624633,"threshold_uncertainty_score":0.02550691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621479004696089,"score_gpt":0.2889857677192859,"score_spread":0.272770977672325,"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."}}