{"id":"W3194593489","doi":"10.21065/19257430.45.1","title":"PHARMACOECNOMIC USE OF 750 MG CEFUROXIME INTRAVENOUSLY FOR INGUINAL HERNIA MESH REPAIR SURGERY ASSOCIATED INFECTIONS.","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Applied Sciences","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cefuroxime; Inguinal hernia; Surgery; Group B; Antibiotic prophylaxis; Abdominal surgery; Group A; Antibiotics; Hernia repair; Anesthesia; Hernia; Internal medicine","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":[0.0001525581,0.00009586142,0.0001139901,0.000136514,0.0001262456,0.0001298518,0.00008741701,0.0001994918,0.001849864],"category_scores_gemma":[0.0008011081,0.0000386867,0.0001681915,0.00009141299,0.00007433254,0.00006885559,0.00006995857,0.000203833,0.0001878983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914417,"about_ca_system_score_gemma":0.0002675981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005704076,"about_ca_topic_score_gemma":0.001832131,"domain_scores_codex":[0.9998536,0.00007027029,0.00001055057,0.00001239531,0.00002599555,0.00002710621],"domain_scores_gemma":[0.9998208,0.00005554797,0.00006234488,0.00000833235,0.00001551718,0.00003759216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01673728,0.004100516,0.2312188,0.001255839,0.0003014985,0.001460259,0.0002037578,0.0006278802,0.01715891,0.0007650445,0.004673385,0.7214969],"study_design_scores_gemma":[0.002108287,0.0574773,0.8884851,0.0005774706,0.00039603,0.005428121,0.0003034196,0.001016589,0.004470281,0.0003558601,0.03935349,0.00002806686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804904,0.01226438,0.0003194156,0.0008658,0.000132667,0.00009587394,0.0001900351,0.00001355658,0.005627782],"genre_scores_gemma":[0.9963402,0.002313361,0.0001796512,0.0003250086,0.00009125237,0.00003271423,0.00008992241,9.439915e-7,0.0006270189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001849864,"threshold_uncertainty_score":0.006188393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421652860659727,"score_gpt":0.2648429558481703,"score_spread":0.2226776697821976,"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."}}