{"id":"W2573975014","doi":"10.2174/1381612822666161216122230","title":"Endophthalmitis Prophylaxis in Cataract Surgery: Overview of Current Practice Patterns Around the World","year":2017,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Eye Institute","keywords":"Endophthalmitis; Medicine; Cefuroxime; Cataract surgery; Antibiotics; Antibiotic prophylaxis; Surgery; Ophthalmology; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002085458,0.0005180222,0.001073715,0.005225541,0.0002945766,0.001206713,0.0007456956,0.001037458,0.001790824],"category_scores_gemma":[0.004725141,0.0002904886,0.0009095962,0.006792885,0.000512668,0.001274421,0.0005424775,0.0007848462,0.0002820645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055666,"about_ca_system_score_gemma":0.003375015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004428107,"about_ca_topic_score_gemma":0.006681038,"domain_scores_codex":[0.9987543,0.0002771881,0.0004087014,0.0001715898,0.0003267514,0.00006155605],"domain_scores_gemma":[0.995526,0.002577502,0.001073041,0.00004379856,0.0006677888,0.0001118329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001326875,0.00006424404,0.002719186,0.1481022,0.0004107105,0.0002371173,0.0004775881,0.0002765128,0.0004118555,0.001521026,0.01124561,0.8344014],"study_design_scores_gemma":[0.0001035421,0.0005699446,0.04106322,0.3007014,0.003583914,0.008632153,0.002526018,0.0004685148,0.0009795906,0.002769939,0.6384762,0.000125533],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003607306,0.9988697,0.00003400522,0.0003964619,0.00003494611,0.00000437401,0.00002731153,0.000002199829,0.0002702458],"genre_scores_gemma":[0.002296374,0.9973585,0.0001152031,0.0001323887,0.00004169282,0.000005329518,0.0000206822,6.558455e-7,0.00002917305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005225541,"threshold_uncertainty_score":0.01102912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6183612452721131,"score_gpt":0.565991780550586,"score_spread":0.05236946472152715,"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."}}