{"id":"W2135379690","doi":"10.1016/s1473-3099(05)70191-2","title":"Rapidly progressive soft tissue infections","year":2005,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Soft tissue; Medicine; Intensive care medicine; Antimicrobial; Antibiotics; Intravenous antibiotics; Surgery; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009156764,0.0006473446,0.002134918,0.0002604196,0.0004945284,0.0001105874,0.0001856686,0.0002756652,0.001200353],"category_scores_gemma":[0.0002291071,0.0003751784,0.0008694236,0.0007341299,0.0002418144,0.0001019363,0.0001095071,0.0006295705,0.001381484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036386,"about_ca_system_score_gemma":0.0004525464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005456277,"about_ca_topic_score_gemma":0.00002245905,"domain_scores_codex":[0.9979149,0.0002150122,0.0005217202,0.0005264171,0.0002591577,0.0005628153],"domain_scores_gemma":[0.9977515,0.0003824513,0.0003844039,0.001062824,0.0001370449,0.0002818142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001187053,0.001173784,0.003374896,0.002773022,0.001324098,0.00007410168,0.00001455346,0.000002880095,6.850377e-8,0.0002074789,0.006959152,0.9840841],"study_design_scores_gemma":[0.0009836693,0.0004626608,0.0005728985,0.004179761,0.007474469,0.00107161,0.000004011292,0.000001963149,6.225668e-7,0.0001532627,0.9847506,0.0003444534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005077922,0.9835458,0.00002996247,0.0001359345,0.0005510005,0.003268222,0.0002928829,0.0009393296,0.01118604],"genre_scores_gemma":[0.0006202778,0.9900795,0.00001471881,0.0003003681,0.004265544,0.002847701,0.0004146677,0.0001114705,0.001345814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837396,"threshold_uncertainty_score":0.99987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395041477388495,"score_gpt":0.3979622806212538,"score_spread":0.3440118658473689,"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."}}