{"id":"W4414384827","doi":"10.1097/iae.0000000000004687","title":"ASSOCIATION BETWEEN ANTIBIOTIC PROPHYLAXIS AND ENDOPHTHALMITIS AFTER INTRAVITREAL INJECTION","year":2025,"lang":"en","type":"review","venue":"Retina","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endophthalmitis; Antibiotic prophylaxis; Antibiotics; Antibacterial agent; Risk factor; Risk assessment","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":[0.0001279396,0.0002576983,0.0009808991,0.0002514735,0.00006788555,0.00003586485,0.00002545075,0.0004357497,0.00004146069],"category_scores_gemma":[0.0001464231,0.0002021868,0.0002593345,0.0003526344,0.00002053212,0.00003632523,0.00003900183,0.0003370636,0.00005992744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000473455,"about_ca_system_score_gemma":0.0001381498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007865361,"about_ca_topic_score_gemma":0.000002809479,"domain_scores_codex":[0.9988807,0.0001228876,0.0003022153,0.0003382173,0.0001673355,0.0001886075],"domain_scores_gemma":[0.9993368,0.0001325484,0.0001874135,0.0002078383,0.00006335486,0.00007206524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004086769,0.00006496673,0.06983667,0.01392946,0.0006551382,0.000108942,0.00000818184,2.750387e-9,9.228319e-8,0.000003732026,0.00006153864,0.9153272],"study_design_scores_gemma":[0.001328486,0.002050439,0.09514286,0.05812023,0.0209749,0.0017703,0.000007547992,4.577147e-7,0.00001788122,0.0000547427,0.8198903,0.0006418506],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002972617,0.9888869,0.000004814606,0.00002046401,0.0002172302,0.001075137,0.00009602689,0.00005881237,0.006667996],"genre_scores_gemma":[0.01465539,0.979363,0.00008149727,0.00000528942,0.0002733448,0.00005600266,0.0002731001,0.0000268551,0.005265524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9146854,"threshold_uncertainty_score":0.824494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355231414033428,"score_gpt":0.3131791669962549,"score_spread":0.2996268528559206,"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."}}