{"id":"W4401868684","doi":"10.1503/cmaj.240230","title":"Gunshot injury threatening the carotid sheath in the right neck","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of British Columbia","funders":"","keywords":"Neck injury; Medicine; GUNSHOT INJURY; Emergency department; Shot (pellet); Medical emergency; Poison control; Emergency medical services; Injury prevention; Surgery; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002395976,0.0001009052,0.0001522063,0.0002107176,0.0002461714,0.0002552099,0.0002415026,0.0001646898,0.004100386],"category_scores_gemma":[0.0007039765,0.00005254373,0.0001171659,0.0004813001,0.00003436206,0.0001145199,0.00001168384,0.001250367,0.0001405886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006452925,"about_ca_system_score_gemma":0.001090535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257005,"about_ca_topic_score_gemma":0.02577778,"domain_scores_codex":[0.997925,0.0001564345,0.0002999071,0.0001282723,0.001095198,0.0003951469],"domain_scores_gemma":[0.9989697,0.0003324715,0.00004695527,0.0001193858,0.00006878865,0.0004626433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006430534,0.00002428017,0.2025362,0.00001746916,0.0001259144,0.001537331,0.001476884,0.000002042905,0.000002086512,0.003728162,0.7683359,0.02220723],"study_design_scores_gemma":[0.0004614196,0.00006688477,0.2523901,0.0002880203,0.0000984168,0.0003372656,0.0008606688,0.0002920987,0.000006699418,0.0005901586,0.7445201,0.00008816182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.399672,0.001570126,0.00002446186,0.5326335,0.001805832,0.0004046521,0.0000147098,0.00003896275,0.06383575],"genre_scores_gemma":[0.9732952,0.000321043,0.00002162452,0.02345835,0.002045482,0.00001935823,0.00001219784,0.00001245885,0.0008143273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5736232,"threshold_uncertainty_score":0.99681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081891603757586,"score_gpt":0.2610492125905175,"score_spread":0.2502302965529417,"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."}}