{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005479569,0.00009099593,0.0003632849,0.00006386013,0.00004209851,0.00000949581,0.00006182818,0.00008823065,0.0009859161],"category_scores_gemma":[0.0001294884,0.00006632214,0.0001315246,0.0001506539,0.00005463665,0.000056524,0.00001489141,0.0002251964,0.00004518846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004529818,"about_ca_system_score_gemma":0.0001243381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004783268,"about_ca_topic_score_gemma":0.000001938135,"domain_scores_codex":[0.9992774,0.00002623791,0.0003270101,0.00009432375,0.0001296884,0.0001453998],"domain_scores_gemma":[0.9992352,0.00004163811,0.0002211694,0.00006145144,0.0001954008,0.0002451433],"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":[0.00307764,0.001391918,0.7254238,0.0001287252,0.001786669,0.002739926,0.0006892807,0.00001903624,0.05590507,0.000433188,0.1749199,0.03348482],"study_design_scores_gemma":[0.02158671,0.01828285,0.2450742,0.0001476502,0.001518385,0.0157565,0.0005419623,0.0002904109,0.04927226,0.0006622596,0.6464189,0.0004479167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982531,0.0006734336,0.0010238,0.01225743,0.0002659974,0.0001434388,0.000004644824,0.00001556446,0.003084697],"genre_scores_gemma":[0.9969785,0.00006596157,0.0006272803,0.001725439,0.0002900825,0.000004293786,0.000003085391,0.000009798438,0.0002955692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4803496,"threshold_uncertainty_score":0.9999273,"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."}}