{"id":"W3179787317","doi":"10.21037/med-21-14","title":"Transmediastinal penetrating trauma","year":2021,"lang":"en","type":"review","venue":"Mediastinum","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Penetrating trauma; Trauma center; Emergency department; Advanced trauma life support; Gunshot wound; Surgery; Radiology; Medical emergency; Blunt; Retrospective cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000243745,0.0006499317,0.0006450714,0.00120322,0.001267631,0.001670024,0.0003832496,0.0008485997,0.01454183],"category_scores_gemma":[0.001593342,0.0002204892,0.0005353173,0.001467664,0.0007404297,0.001174116,0.001552585,0.001938487,0.004360635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970399,"about_ca_system_score_gemma":0.0009384142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504115,"about_ca_topic_score_gemma":0.0009981879,"domain_scores_codex":[0.9994815,0.0000601965,0.00007267381,0.00008002571,0.0001582885,0.0001472356],"domain_scores_gemma":[0.9995041,0.00005062747,0.0001646728,0.00004331145,0.00008922505,0.0001480683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007108808,0.0004075566,0.4165277,0.001935655,0.0003110484,0.1370096,0.001227483,0.0005383628,0.006028983,0.005684436,0.0405199,0.3890984],"study_design_scores_gemma":[0.00005554538,0.0005709932,0.1654599,0.002106291,0.0001486707,0.7592489,0.00196558,0.0004911341,0.001478042,0.00464029,0.06375469,0.00007998345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.583697,0.1750205,0.02122985,0.008633181,0.003302522,0.0007490751,0.002903577,0.0009251629,0.2035391],"genre_scores_gemma":[0.9153737,0.06141452,0.002647162,0.003178497,0.001641209,0.0001299068,0.002117927,0.00006939795,0.01342769],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01454183,"threshold_uncertainty_score":0.04864728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202478949919363,"score_gpt":0.3769846276562331,"score_spread":0.2567367326642969,"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."}}