{"id":"W2152511815","doi":"10.5489/cuaj.3192","title":"Analysis of prognostic factors affecting mortality in Fournier’s gangrene: A study of 72 cases","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gangrene; Mortality rate; Fournier gangrene; Surgery; Sepsis; Hematocrit; Perineum; Diabetes mellitus; Fasciitis; Retrospective cohort study; Creatinine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006292948,0.00009032878,0.0004448829,0.0005877808,0.00005909351,0.00001376668,0.00004116234,0.000105471,0.0001147532],"category_scores_gemma":[0.002909701,0.00006709371,0.0001479299,0.001011949,0.00001609631,0.00004692575,0.000008685037,0.0002330524,0.000001067949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006961966,"about_ca_system_score_gemma":0.0002877943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02546637,"about_ca_topic_score_gemma":0.04360063,"domain_scores_codex":[0.9987377,0.0002167134,0.0004121667,0.0001201397,0.0002777719,0.0002355237],"domain_scores_gemma":[0.9985191,0.0003024364,0.0003706914,0.0000864942,0.0003157833,0.0004055563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001685031,0.0005479192,0.9967156,0.000002114363,0.001279813,0.0001402829,0.0005903077,0.0004617014,0.000005910892,0.000002359519,0.00003176499,0.0002053947],"study_design_scores_gemma":[0.001149141,0.001234953,0.9941332,0.000008202289,0.001443834,0.00002034073,0.001747763,0.0001653471,0.00001209741,0.00002345905,0.00001373915,0.00004789357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992301,0.00003748694,0.00000586326,0.00009638518,0.00007983966,0.000286173,0.00002138829,0.00000599342,0.0002367556],"genre_scores_gemma":[0.9998783,0.000002433232,0.00001298941,0.00003156822,0.00003253416,0.000005562606,0.00001298561,0.000003999411,0.00001962193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01813426,"threshold_uncertainty_score":0.9810231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07407862993970986,"score_gpt":0.3291119197615454,"score_spread":0.2550332898218355,"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."}}