{"id":"W2893083630","doi":"10.1002/lary.27391","title":"Higher Complication Rates in Self‐Inflicted Gunshot Wounds After Microvascular Free Tissue Transfer","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Surgery; Gunshot wound; Complication; Retrospective cohort study; Confidence interval; Free flap; Contracture; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004945045,0.0002309591,0.0003937986,0.0001461778,0.00009716878,0.00003495919,0.0002537913,0.0001694614,0.001603771],"category_scores_gemma":[0.00002259808,0.0001623563,0.0001534444,0.0004486131,0.000310206,0.0001472334,0.00006100825,0.0002927099,0.0001691965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007220979,"about_ca_system_score_gemma":0.00005481633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001787772,"about_ca_topic_score_gemma":0.00008777775,"domain_scores_codex":[0.9986029,0.0001717991,0.0003404283,0.0003618653,0.0001856745,0.0003373841],"domain_scores_gemma":[0.9987456,0.00005481522,0.00003382699,0.000928246,0.0001626187,0.00007494602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008061145,0.0004780322,0.0478883,0.0001771628,0.0005773224,0.00007409362,0.001799323,2.140189e-7,0.9286844,0.001186703,0.007939599,0.01038874],"study_design_scores_gemma":[0.001211255,0.0001856896,0.2429281,0.0001588305,0.0001397068,0.000127044,0.00002387129,0.000007772342,0.5398636,0.0005988039,0.2145323,0.000223079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879717,0.001314781,0.0006644512,0.001449878,0.000177232,0.0009077499,0.000009448383,0.0002026375,0.007302117],"genre_scores_gemma":[0.9945965,0.0002012037,0.002158905,0.001740048,0.0002853826,0.000176584,0.00005566569,0.00004472634,0.0007409892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3888208,"threshold_uncertainty_score":0.9993089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352941561071658,"score_gpt":0.2746499843316141,"score_spread":0.2611205687208975,"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."}}