{"id":"W4399178177","doi":"10.5530/ijper.58.2s.36","title":"Clinical Efficacy and Safety of Ceftriaxone in Surgical Prophylaxis: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Indian Journal of Pharmaceutical Education and Research","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Ceftriaxone; Medicine; Meta-analysis; Antibiotic prophylaxis; Systematic review; Intensive care medicine; Surgery; MEDLINE; Internal medicine; Antibiotics; Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01932568,0.0003073465,0.006574797,0.002258335,0.0000766457,0.00008559221,0.0002422379,0.0004574344,0.0003227768],"category_scores_gemma":[0.002801135,0.000163156,0.001269421,0.002846437,0.0007222777,0.00008635304,0.0001559909,0.00469677,0.00001520765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009599839,"about_ca_system_score_gemma":0.002738704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003795365,"about_ca_topic_score_gemma":7.489285e-7,"domain_scores_codex":[0.9896446,0.005243029,0.003122072,0.0004530038,0.001162389,0.0003748364],"domain_scores_gemma":[0.9946995,0.002679604,0.0005300604,0.0003328434,0.0007634164,0.0009945715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000166496,0.0007358647,0.0000173045,0.836487,0.04685489,0.0007565049,0.0001772558,5.468397e-8,2.136695e-7,0.00009606899,0.0001971949,0.1145112],"study_design_scores_gemma":[0.001288834,0.001090719,0.00002836534,0.1529383,0.6485549,0.003498817,0.0002869331,0.000006300386,8.795146e-7,0.00003445107,0.1920329,0.0002385974],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002769254,0.9952804,7.46161e-7,0.00146221,0.00007422654,0.002713809,0.00001533097,0.000003309225,0.00017306],"genre_scores_gemma":[0.002494039,0.9964246,0.00003742666,0.00009721817,0.0001436158,0.00006908381,0.00000630496,0.00002655819,0.0007012055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6835487,"threshold_uncertainty_score":0.9975994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4036682101802733,"score_gpt":0.6199462126062376,"score_spread":0.2162780024259643,"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."}}