{"id":"W4303098026","doi":"10.1016/j.ohc.2006.07.005","title":"10.1016/j.ohc.2006.07.005","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endophthalmitis; Cornea; Broad spectrum; Cataract surgery; Ophthalmology; Antibiotics; Phacoemulsification; Antibiotic prophylaxis; Surgery; Visual acuity","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007870389,0.0004049372,0.001311946,0.0002715615,0.00007673084,0.00002914641,0.0001051189,0.0002631716,0.9952589],"category_scores_gemma":[0.00002523799,0.0003057783,0.0005680984,0.0003547416,0.00002516207,0.00003181244,0.00004171062,0.0002687931,0.9986052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914566,"about_ca_system_score_gemma":0.0001859506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002209341,"about_ca_topic_score_gemma":7.659767e-8,"domain_scores_codex":[0.9986702,0.00005827606,0.0003712988,0.0003905406,0.0002068725,0.0003028125],"domain_scores_gemma":[0.998957,0.00004140118,0.00008890994,0.0006200144,0.00003718833,0.0002554217],"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":[0.000008569837,0.0001793288,2.774158e-8,0.001076039,0.000352808,0.00007653219,8.537895e-7,1.801429e-7,6.102099e-9,1.673594e-7,0.1062269,0.8920786],"study_design_scores_gemma":[0.0003374238,0.0002989848,5.127063e-7,0.004313043,0.002399476,0.0003222119,6.181502e-8,6.143923e-7,1.793873e-7,4.717227e-7,0.9920802,0.000246851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.897141e-8,0.480938,9.529702e-8,0.00001018535,0.00000240449,0.0005315344,0.00005008795,0.0000756672,0.518392],"genre_scores_gemma":[4.655484e-9,0.2281259,0.00005213851,0.00001153654,0.000262097,0.0001125159,0.0003504534,0.00007291567,0.7710125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8918318,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880361425793661,"score_gpt":0.2665638439393631,"score_spread":0.2477602296814264,"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."}}