{"id":"W2794675513","doi":"10.5114/kitp.2018.74677","title":"Laryngeal laceration after blunt neck trauma in a football player","year":2018,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blunt; Medicine; Football; Blunt trauma; Surgery; General surgery; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001949597,0.0002103798,0.0007864851,0.0008082654,0.00004567688,0.00008734357,0.0000971902,0.0001384999,0.0003214003],"category_scores_gemma":[0.0004008067,0.0001835657,0.0004903473,0.0004202652,0.0000835419,0.0005287798,0.00003542795,0.0002882869,0.00005431228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697615,"about_ca_system_score_gemma":0.0001600707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006452034,"about_ca_topic_score_gemma":0.00009987517,"domain_scores_codex":[0.9976662,0.0002136341,0.0008252498,0.00020864,0.000628829,0.0004574097],"domain_scores_gemma":[0.9985284,0.0002959559,0.0002879758,0.0002572123,0.0003635345,0.0002668934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003619893,0.0003788616,0.8108022,0.0001873015,0.0004594961,0.002285167,0.0009794438,0.00001607232,0.0001611398,0.00003760196,0.08274512,0.09832767],"study_design_scores_gemma":[0.001128733,0.0003547436,0.9259086,0.0007071011,0.000443306,0.000680815,0.0003375925,0.00005791318,0.002343768,0.0001183115,0.06761903,0.0003000426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866585,0.001574329,0.0001089289,0.0014421,0.001076713,0.0001888899,0.000007888919,0.00002684163,0.008915866],"genre_scores_gemma":[0.9951983,0.0002810359,0.0004172224,0.0009722019,0.002847446,0.00001664607,0.00000947149,0.00003603411,0.000221604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1151064,"threshold_uncertainty_score":0.7485593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205800287357666,"score_gpt":0.31102534818343,"score_spread":0.2789673453098533,"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."}}