{"id":"W2144817424","doi":"10.1128/aac.00649-12","title":"Population-Based Study of the Increased Incidence of Skin and Soft Tissue Infections and Associated Antimicrobial Use","year":2012,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Ministry of Health, British Columbia; Michael Smith Health Research BC","keywords":"Medicine; Clindamycin; Incision and drainage; Medical prescription; Antibiotics; Amoxicillin; Cephalosporin; Population; Staphylococcal Skin Infections; Trimethoprim; Internal medicine; Staphylococcus aureus; Incidence (geometry); Sulfamethoxazole; Skin infection; Surgery; Environmental health; Microbiology; Abscess; Pharmacology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000427543,0.0002168296,0.0002867168,0.000997761,0.0007180722,0.0007168148,0.0004321741,0.0004839448,0.00115268],"category_scores_gemma":[0.00212298,0.0003510226,0.000447231,0.002968672,0.0003883307,0.000402275,0.000378841,0.0009015507,0.000279269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437172,"about_ca_system_score_gemma":0.002394618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4851131,"about_ca_topic_score_gemma":0.4726398,"domain_scores_codex":[0.9991977,0.0001393124,0.00005108134,0.0001781119,0.0002865482,0.0001472954],"domain_scores_gemma":[0.9987311,0.00009781974,0.000345541,0.00009330776,0.0004475267,0.00028475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002943457,0.00003173086,0.9988966,0.00000532997,0.00003792251,0.00004850252,0.00009041049,0.00001333581,0.00007330775,0.00001032044,0.0001821647,0.0005809979],"study_design_scores_gemma":[0.00000357171,0.00002072211,0.9995845,0.000001585809,0.000009692512,0.00006959853,0.0001086111,0.00005224494,0.000007432946,0.000005777687,0.0001341736,0.000002155029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966074,0.0002731791,0.0001062464,0.0001213146,0.000008740498,0.00002398959,0.001868714,0.00001007115,0.0009802337],"genre_scores_gemma":[0.9986627,0.0001448431,0.00009406005,0.00006317923,0.00001051855,0.0000125702,0.0007435283,0.00000232404,0.0002663725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4851131,"threshold_uncertainty_score":0.9645789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456431032971731,"score_gpt":0.2784539535663171,"score_spread":0.2638896432365997,"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."}}