{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001410195,0.0003939126,0.0007823995,0.0002925359,0.0002349868,0.00007029962,0.00008867863,0.0003304049,0.007279353],"category_scores_gemma":[0.0006651125,0.0003541804,0.0005456178,0.0006058117,0.0002854364,0.0002365891,0.00009462358,0.0008081656,0.0009457155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483845,"about_ca_system_score_gemma":0.0001461987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02443486,"about_ca_topic_score_gemma":0.1369092,"domain_scores_codex":[0.9972871,0.0001724047,0.000968828,0.0007714537,0.0002491703,0.000551045],"domain_scores_gemma":[0.9977871,0.0006251726,0.0001689984,0.0006275477,0.00009529835,0.0006958561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004125647,0.01050233,0.9599712,0.0000315572,0.0002451099,0.000207597,0.00004151917,0.00003230209,0.000008543404,0.000176821,0.002995718,0.02574608],"study_design_scores_gemma":[0.005893474,0.002462726,0.9645127,0.0001453517,0.0004231337,0.0001483886,0.00002151081,0.0002033044,0.000004991495,0.0007510757,0.02507364,0.0003597188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978581,0.0003199538,0.0001362766,0.0002366634,0.0007975703,0.001499095,0.00004492743,0.0005110816,0.01787341],"genre_scores_gemma":[0.996076,0.0001360411,0.00003612076,0.0005930015,0.000359232,0.000557795,0.000101522,0.000050126,0.002090131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124743,"threshold_uncertainty_score":0.999891,"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."}}