{"id":"W7115900640","doi":"10.28984/cnpj.v5i2.481","title":"Silent Invader: The Battle Against Gas Gangrene in Diabetic Foot Infections","year":2025,"lang":"","type":"article","venue":"Canadian Nurse Practitioner Journal","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cellulitis; Gas gangrene; Diabetic foot; Emergency department; Soft tissue; Wound care; Abscess; Fasciitis; Leukocytosis; Clindamycin","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":[0.002802394,0.0007563723,0.0006993015,0.00098333,0.00146571,0.003525093,0.001208029,0.004600685,0.006366179],"category_scores_gemma":[0.01089553,0.0002080895,0.0006072497,0.0002826861,0.001718368,0.00441905,0.002467269,0.005796109,0.001787803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007888126,"about_ca_system_score_gemma":0.001797395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000741264,"about_ca_topic_score_gemma":0.001257609,"domain_scores_codex":[0.9985573,0.0006329924,0.0001277785,0.0001130566,0.00030821,0.0002607801],"domain_scores_gemma":[0.9953077,0.001879473,0.0006314194,0.0001682855,0.000650356,0.001362732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0007406146,0.0004212195,0.02215187,0.00265105,0.0001528302,0.0340534,0.002328884,0.000400282,0.002115226,0.011578,0.2439193,0.6794873],"study_design_scores_gemma":[0.0003910174,0.002257758,0.01207275,0.01479453,0.0003466479,0.126268,0.009620715,0.001578587,0.002406234,0.02934193,0.8007154,0.0002063575],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08198044,0.3514392,0.01186848,0.4461668,0.04570815,0.0002002534,0.0002278489,0.0009800553,0.06142879],"genre_scores_gemma":[0.5697007,0.1786884,0.01187449,0.134053,0.08305038,0.00016981,0.000415109,0.0001953642,0.02185279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006366179,"threshold_uncertainty_score":0.02129704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283921614320164,"score_gpt":0.2846520592052533,"score_spread":0.2718128430620516,"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."}}