{"id":"W2961765034","doi":"10.3389/fvets.2019.00237","title":"Traumatic Pulmonary Pseudocysts in a Young Dog Following Non-penetrating Blunt Thoracic Trauma","year":2019,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blunt; Medicine; Penetrating trauma; Thoracic trauma; Blunt trauma; Surgery; Radiology","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":[0.001247711,0.0002504096,0.0004599211,0.001270447,0.0001113452,0.0001008129,0.0004964901,0.0000777751,0.00004092134],"category_scores_gemma":[0.00008057073,0.000243972,0.0001261847,0.002198448,0.0001713963,0.001095812,0.0001431611,0.0002955199,0.00004715629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581905,"about_ca_system_score_gemma":0.0001651815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439078,"about_ca_topic_score_gemma":0.00001282224,"domain_scores_codex":[0.9973416,0.00005911498,0.0004885516,0.0007289093,0.0006580744,0.0007237103],"domain_scores_gemma":[0.9991745,0.0000492336,0.00009581837,0.0005036084,0.00002293055,0.0001539323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421659,0.0002780455,0.9518256,0.0002858207,0.00001248645,0.001219645,0.00170497,0.00010955,0.01536009,0.00002603361,0.000091247,0.02894436],"study_design_scores_gemma":[0.001057034,0.0007918559,0.9666624,0.0009104408,0.00002224056,0.0001402311,0.003109107,0.02658782,0.0002373857,0.0001293883,0.00005369189,0.0002983929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707505,0.0002653565,0.0003443466,0.0001488256,0.001742575,0.0009456154,0.000001170143,0.00005640776,0.02574519],"genre_scores_gemma":[0.9800737,0.00002248507,0.01918478,0.0001109044,0.00003868172,0.00006319056,0.000004029325,0.00002288644,0.0004793293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02864597,"threshold_uncertainty_score":0.994889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189136313818322,"score_gpt":0.309852505309877,"score_spread":0.2879611421716937,"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."}}