{"id":"W7154617769","doi":"10.2310/6620.2008.00005f","title":"Post-operative Topical Antimicrobial Use: A Review of the Literature and Guidelines for Use","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Anti-Infective Agents; MEDLINE; Antimicrobial drug; Drug","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744607,0.0006292393,0.001693207,0.004703648,0.0005003592,0.001141838,0.00112573,0.001384119,0.001728192],"category_scores_gemma":[0.003609184,0.0002877723,0.00110884,0.004239263,0.000578434,0.001336406,0.000436752,0.0008817032,0.000663334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007053128,"about_ca_system_score_gemma":0.002027191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002166776,"about_ca_topic_score_gemma":0.009280767,"domain_scores_codex":[0.9986423,0.0002579309,0.0005391749,0.0001145204,0.0003981624,0.00004791286],"domain_scores_gemma":[0.995949,0.002255298,0.000865834,0.00004708977,0.0007580787,0.000124643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003040025,0.0003118417,0.01356293,0.04222212,0.0003141786,0.003996292,0.0004645187,0.0002556796,0.001368941,0.0006740103,0.02686382,0.9096616],"study_design_scores_gemma":[0.0001978504,0.001357772,0.1132333,0.118115,0.003691882,0.1023502,0.00459759,0.001012705,0.002991257,0.002622511,0.649613,0.0002170201],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002892709,0.9938019,0.0003385152,0.001404159,0.0001994862,0.00002183351,0.0000649521,0.0000117131,0.001264837],"genre_scores_gemma":[0.01006748,0.987488,0.001181436,0.0005905696,0.0002404958,0.00002346554,0.00008289226,0.00000364075,0.0003219843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004703648,"threshold_uncertainty_score":0.009226501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675962811269804,"score_gpt":0.3380180972321462,"score_spread":0.2912584691194481,"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."}}