{"id":"W4390889558","doi":"","title":"Retrospective study of perioperative antimicrobial use in horses undergoing elective laparoscopy at a single institution.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Perioperative; Antimicrobial; Surgery; Antimicrobial stewardship; Retrospective cohort study; Univariate analysis; Laparoscopy; Multivariate analysis; Internal medicine; Antibiotics; Antibiotic resistance","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":[0.0009087746,0.0002998755,0.000417103,0.001489574,0.000618985,0.0006312455,0.0003308427,0.0005244771,0.00287268],"category_scores_gemma":[0.003051028,0.0005348022,0.0003524931,0.001295463,0.00054857,0.0006478566,0.00061927,0.0004791648,0.0005666791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006027041,"about_ca_system_score_gemma":0.0006291467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003719694,"about_ca_topic_score_gemma":0.00384348,"domain_scores_codex":[0.9987566,0.0002069935,0.0002531984,0.0002979669,0.0002512234,0.0002339601],"domain_scores_gemma":[0.9957443,0.0006886917,0.002308576,0.0002179957,0.0004070345,0.0006332951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006039985,0.00002756898,0.9984336,0.00001465434,0.00002114406,0.000216329,0.00006991172,0.000014045,0.0001467058,0.000006556894,0.00008372678,0.000905406],"study_design_scores_gemma":[0.00000534499,0.0003691798,0.9967153,0.00002091445,0.00003695119,0.00159819,0.0006735428,0.00008954431,0.0001151256,0.000009522997,0.0003593734,0.000006927889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987388,0.0003394994,0.0001157495,0.00001699815,0.000004991346,0.00002002738,0.000303644,0.000005028834,0.0004551263],"genre_scores_gemma":[0.999355,0.0001311473,0.0001200091,0.00003435499,0.000009763309,0.00002124566,0.0002294247,0.000002937519,0.00009613817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003719694,"threshold_uncertainty_score":0.009610057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384274498020227,"score_gpt":0.2738885639662381,"score_spread":0.2400458189860359,"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."}}