{"id":"W4405496250","doi":"10.4103/atmr.atmr_152_24","title":"Antibiotic Prophylaxis in Patients with Total Joint Arthroplasty before Dental Procedures: Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Trends in Medical Research","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joint arthroplasty; Medicine; Antibiotic prophylaxis; Meta-analysis; Arthroplasty; Antibiotics; Intensive care medicine; Dentistry; Surgery; Internal medicine; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002115198,0.0001768056,0.001678347,0.002022183,0.00004971074,0.00003397452,0.00005669731,0.00009587211,0.0004897204],"category_scores_gemma":[0.00155305,0.00008801723,0.000372166,0.003160971,0.000191015,0.0001982934,0.00005458989,0.001119427,0.000005491737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414367,"about_ca_system_score_gemma":0.000337487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477898,"about_ca_topic_score_gemma":0.0003107814,"domain_scores_codex":[0.9960005,0.0002829469,0.0009359678,0.0002817446,0.002157961,0.0003408367],"domain_scores_gemma":[0.998822,0.0001814303,0.0001399944,0.0001995075,0.0003202368,0.000336874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001088683,0.007906404,0.3614286,0.4065449,0.1483258,0.01774916,0.001434036,0.00008515427,0.000007312061,0.0001884288,0.0002467843,0.05499475],"study_design_scores_gemma":[0.01074162,0.02088104,0.6158366,0.09362655,0.2539977,0.003056314,0.0008498164,0.0003388582,0.0000214854,0.0001058174,0.00006417109,0.0004800588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424559,0.05479659,0.00002771575,0.001468123,0.00006455767,0.0009547652,0.00001386829,0.00001107316,0.0002073785],"genre_scores_gemma":[0.9973149,0.001741469,0.000311222,0.00005276396,0.00002549539,0.00003157399,0.000009954868,0.00001751354,0.0004951047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3129184,"threshold_uncertainty_score":0.5362095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031790364515564,"score_gpt":0.3873983907871291,"score_spread":0.3556080262715651,"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."}}