{"id":"W3083583839","doi":"10.1002/lary.29088","title":"Blunt Versus Penetrating Neck Trauma: A Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Toronto General Hospital; University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Retrospective cohort study; Blunt trauma; Logistic regression; Emergency medicine; Blunt; Cohort study; Cohort; Mortality rate; Confounding; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002684353,0.0001775613,0.0003341108,0.00003310233,0.0001663289,0.00005769248,0.0001972136,0.00003854285,0.0005934734],"category_scores_gemma":[0.0001977804,0.0001217314,0.00009232169,0.0003801273,0.00004965432,0.00010177,0.0001117294,0.000282319,0.0003252829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006583876,"about_ca_system_score_gemma":0.00002466196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002167775,"about_ca_topic_score_gemma":0.000100987,"domain_scores_codex":[0.998661,0.00006728421,0.0002215844,0.000366064,0.0004208968,0.0002631597],"domain_scores_gemma":[0.9993136,0.00008841322,0.00006798644,0.0003434788,0.00005045576,0.0001360605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105896,0.0004010363,0.983363,0.00003067705,0.0004463997,0.000103597,0.002863519,0.000005227821,0.0001517172,0.0003651948,0.01008682,0.001076964],"study_design_scores_gemma":[0.004152817,0.002192215,0.9889668,0.00002322403,0.0005067841,0.000001811263,0.001759169,0.0001750229,0.0002195583,0.00001790346,0.001852861,0.0001318267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260169,0.0001489951,0.0000127848,0.006037452,0.0001911352,0.001611346,0.000003373303,0.0001793149,0.06579871],"genre_scores_gemma":[0.9972094,0.00002458806,0.0001387802,0.001695735,0.0004244259,0.0001059175,0.000009997478,0.00002990942,0.0003612679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0711925,"threshold_uncertainty_score":0.6498117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129842404417163,"score_gpt":0.2918758285943315,"score_spread":0.2505774045501599,"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."}}