{"id":"W2017101868","doi":"10.1097/01.asw.0000323578.87700.a5","title":"Chronic Wound Infection and Antimicrobial Use","year":2008,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guelph General Hospital","funders":"","keywords":"Medicine; Antimicrobial; Anti-Infective Agents; Wound infection; Intensive care medicine; MEDLINE; Dermatology; Microbiology; Surgery","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":[0.0005008447,0.0007813527,0.001462602,0.001893532,0.0002926942,0.0009112139,0.0006188691,0.0009310419,0.00531399],"category_scores_gemma":[0.001458034,0.000182718,0.0004655737,0.002414342,0.0004286352,0.0009488206,0.0005337322,0.001114169,0.001953543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036283,"about_ca_system_score_gemma":0.001066736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504224,"about_ca_topic_score_gemma":0.001884673,"domain_scores_codex":[0.9994667,0.0001161132,0.00007887784,0.00006398318,0.0002268472,0.00004750435],"domain_scores_gemma":[0.9993935,0.0001826555,0.0001950717,0.00001234321,0.0001759901,0.00004055241],"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":[0.0001011302,0.0001257581,0.0024752,0.02235139,0.0001552735,0.0004764065,0.0001270151,0.0001389896,0.000858733,0.001691555,0.04826193,0.9232366],"study_design_scores_gemma":[0.00005057862,0.0003196062,0.01822199,0.03049352,0.0003453383,0.01269177,0.0003724013,0.0001835033,0.0007298231,0.002425032,0.934122,0.00004453024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001200758,0.9987299,0.00002930815,0.0001925282,0.0002031563,0.000002919597,0.00001020275,0.000002431624,0.000709319],"genre_scores_gemma":[0.002120698,0.996501,0.00009645318,0.0002316322,0.0003838027,0.000009637965,0.00002591869,8.370085e-7,0.0006300103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00531399,"threshold_uncertainty_score":0.01777709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928036055547089,"score_gpt":0.3641835220785223,"score_spread":0.3349031615230514,"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."}}