{"id":"W4321452693","doi":"10.1016/j.rx.2022.11.010","title":"Traumatismo torácico grave no cardiovascular: claves diagnósticas en tomografía computarizada","year":2023,"lang":"es","type":"article","venue":"Radiología","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Polytrauma; Thoracic trauma; Computed tomography; Humanities; Helical computed tomography; Surgery","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":[0.001100411,0.001322442,0.00082167,0.004323756,0.0009520848,0.002405684,0.0009506086,0.001796118,0.003088279],"category_scores_gemma":[0.008487374,0.0005012873,0.0006228674,0.002267931,0.001532305,0.001888577,0.0009650058,0.00166773,0.0008165241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643371,"about_ca_system_score_gemma":0.001016704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572864,"about_ca_topic_score_gemma":0.001982776,"domain_scores_codex":[0.9990478,0.0002366155,0.0001321104,0.0001126467,0.0002598613,0.0002109567],"domain_scores_gemma":[0.9978766,0.0009584645,0.0004398573,0.0001139439,0.000385754,0.0002253045],"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":[0.0007094381,0.0004370753,0.6112446,0.0008576792,0.0001754132,0.246301,0.001230829,0.001272731,0.01255813,0.003007854,0.002384534,0.1198207],"study_design_scores_gemma":[0.00007440498,0.0003598518,0.1654335,0.001518308,0.0006096642,0.7920574,0.004957069,0.005749462,0.009434139,0.006384037,0.01332902,0.00009315322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507055,0.06424847,0.01990476,0.01002453,0.0009305161,0.0003721374,0.0005002382,0.0003219804,0.05299188],"genre_scores_gemma":[0.9721555,0.01632337,0.007428702,0.0008767113,0.001495784,0.00003752603,0.0001303758,0.00003821135,0.001513919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004323756,"threshold_uncertainty_score":0.01033127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200136712239178,"score_gpt":0.2749022065065983,"score_spread":0.2529008393842065,"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."}}