{"id":"W3086312934","doi":"10.1016/j.jcol.2020.07.004","title":"Fournier’s gangrene by perianal abscess","year":2020,"lang":"en","type":"article","venue":"Journal of Coloproctology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Medicine; Gangrene; Sepsis; Perianal Abscess; Comorbidity; Abscess; Surgery; Medical record; Diabetes mellitus; Retrospective cohort study; Internal medicine","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":[0.0001566401,0.0003801066,0.0002584856,0.001006368,0.000593049,0.0005531383,0.0002641139,0.0003131796,0.002237192],"category_scores_gemma":[0.001034782,0.0002828047,0.0002903573,0.0007880131,0.0006080342,0.0004471268,0.0006456342,0.0003762207,0.0002089369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072869,"about_ca_system_score_gemma":0.0005566563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443933,"about_ca_topic_score_gemma":0.001856688,"domain_scores_codex":[0.9997357,0.00003906681,0.0000356769,0.00003922985,0.00004517494,0.0001051845],"domain_scores_gemma":[0.9992944,0.00009393034,0.0004136289,0.00004839234,0.00003723535,0.0001123933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001391019,0.00009198959,0.7837119,0.00009997695,0.00004221627,0.2066151,0.000413818,0.00009891119,0.003454061,0.0001364168,0.0001597962,0.005036781],"study_design_scores_gemma":[0.00002255254,0.0002378676,0.4509287,0.00005285812,0.00004201805,0.5442505,0.001538049,0.0003685019,0.001344809,0.0001516287,0.001047502,0.00001494451],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987628,0.0003559066,0.0001965223,0.00004775655,0.00000628192,0.00001689355,0.00003205496,0.000005532884,0.0005761979],"genre_scores_gemma":[0.9995684,0.0001669076,0.00008015091,0.00001663494,0.00001201881,0.000004089035,0.00002940009,8.67785e-7,0.0001215864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002237192,"threshold_uncertainty_score":0.007484198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347769443484983,"score_gpt":0.2945862703732239,"score_spread":0.2711085759383741,"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."}}