{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373075,0.0001182777,0.0003776664,0.0005534306,0.0001994672,0.00007082478,0.0001394166,0.00006351475,0.0003279738],"category_scores_gemma":[0.0004316427,0.0000983165,0.0002166752,0.0003799243,0.0002767829,0.0002031865,0.00001065885,0.0001700759,0.00001247299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993776,"about_ca_system_score_gemma":0.002028686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533803,"about_ca_topic_score_gemma":0.004359209,"domain_scores_codex":[0.9986153,0.00003357093,0.0005458744,0.0001615913,0.0002657341,0.0003779077],"domain_scores_gemma":[0.9983979,0.0002588284,0.000377595,0.0001105132,0.0003108156,0.0005443488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004622789,0.0009368805,0.2126534,0.0005853435,0.002195311,0.0003400891,0.005336673,0.001763598,0.05011809,0.004966384,0.6676945,0.0529474],"study_design_scores_gemma":[0.008933214,0.005519397,0.3942893,0.001250747,0.002028955,0.0007634659,0.005193993,0.01015476,0.01711368,0.004802814,0.5481554,0.001794288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954228,0.00007592519,0.0001338634,0.0007584246,0.0003664087,0.0004609961,0.00001101986,0.00002049955,0.002750057],"genre_scores_gemma":[0.9976501,0.00001991385,0.001149204,0.0007740344,0.0001423616,0.00001544832,0.000002600741,0.00001200721,0.0002342658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1816359,"threshold_uncertainty_score":0.6853784,"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."}}