{"id":"W2107803884","doi":"10.1086/338466","title":"Severe Group A Streptococcal Soft-Tissue Infections in Ontario: 1992–1996","year":2002,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; Ottawa Hospital; University of Ottawa; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Fasciitis; Population; Diabetes mellitus; Case fatality rate; Incidence (geometry); Internal medicine; Disease; Prospective cohort study; Surgery; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000232723,0.0003304456,0.0003053489,0.0005402999,0.001411997,0.0005113717,0.0004658115,0.0002288939,0.0009582923],"category_scores_gemma":[0.001057657,0.0003450107,0.0002117488,0.001498076,0.0004282305,0.0002764682,0.000517502,0.0003487884,0.0001479154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119384,"about_ca_system_score_gemma":0.01125496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9713506,"about_ca_topic_score_gemma":0.9868637,"domain_scores_codex":[0.9995235,0.0000243702,0.00003277272,0.00005052292,0.0002189229,0.0001499339],"domain_scores_gemma":[0.998911,0.00003083699,0.0003581964,0.00002762307,0.0004051612,0.000267249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000124552,0.00002223764,0.9934981,0.00004082466,0.00002461283,0.0003013673,0.0008542397,0.00006680087,0.0005469447,0.00002258292,0.0009220828,0.003575546],"study_design_scores_gemma":[0.000007794471,0.00002872598,0.9989064,0.000008199365,0.000007000685,0.000103145,0.0002752571,0.00004906355,0.00003322808,0.000004310209,0.0005743771,0.000002617617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953536,0.0004422458,0.00007263191,0.0001455757,0.000007450897,0.00005089385,0.002449513,0.000006822892,0.001471338],"genre_scores_gemma":[0.9965261,0.0005516707,0.0001045583,0.00008044769,0.000009246673,0.00002326991,0.001659975,0.00000270256,0.001041995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02864939,"threshold_uncertainty_score":0.0866195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049387853958868,"score_gpt":0.3470389326441355,"score_spread":0.2976510786852675,"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."}}