{"id":"W1842926491","doi":"10.1002/lary.24432","title":"External laryngotracheal trauma","year":2013,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Airway; Airway obstruction; Emergency department; Surgery; Odds ratio; Intervention (counseling); Population; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001651745,0.000137918,0.0001885126,0.00005465989,0.0001107745,0.00006878728,0.0001892017,0.0000518852,0.004203558],"category_scores_gemma":[0.0000239556,0.0000836117,0.0001021708,0.0001601871,0.00007760014,0.0001908594,0.00006296772,0.000199945,0.003483452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002144103,"about_ca_system_score_gemma":0.00001384046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004750589,"about_ca_topic_score_gemma":0.00001739963,"domain_scores_codex":[0.9990334,0.00003823845,0.0001814427,0.0001883284,0.0002485644,0.0003100587],"domain_scores_gemma":[0.9993502,0.00006583619,0.00004014473,0.0003769823,0.00003901937,0.0001278106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002857991,0.001271956,0.2152344,0.0002704531,0.0003834272,0.0001824943,0.001434022,0.000007986585,0.01338307,0.01112481,0.3525217,0.4038998],"study_design_scores_gemma":[0.001310062,0.0002234307,0.9600509,0.00007380745,0.0001232911,0.00004507948,0.0001190681,0.0002045677,0.002963517,0.001092462,0.03364849,0.0001452576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8999122,0.0006189118,0.0001439428,0.01210309,0.0001459406,0.0006440296,0.000001434561,0.0001406535,0.0862898],"genre_scores_gemma":[0.9855544,0.00006658282,0.0007790569,0.004868456,0.0003493669,0.0001228427,0.000007484847,0.00002443625,0.00822736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7448165,"threshold_uncertainty_score":0.9972925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860259885981527,"score_gpt":0.258898946905852,"score_spread":0.2402963480460367,"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."}}