{"id":"W2758785972","doi":"10.1097/ico.0000000000001390","title":"Bacterial Keratitis in Toronto: A 16-Year Review of the Microorganisms Isolated and the Resistance Patterns Observed","year":2017,"lang":"en","type":"review","venue":"Cornea","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Microbiology; Piperacillin; Vancomycin; Biology; Ceftazidime; Pseudomonas aeruginosa; Staphylococcus aureus; Antibiotics; Keratitis; Antibiotic resistance; Erythromycin; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002460766,0.0002194713,0.001286226,0.00001300008,0.00009705245,0.00003234823,0.0001773437,0.0001339546,0.0003866135],"category_scores_gemma":[0.0001333484,0.0001045179,0.0003248706,0.00006622874,0.000112385,0.00003840407,0.00009173718,0.0001815511,0.00001007842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562471,"about_ca_system_score_gemma":0.0001631646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009219792,"about_ca_topic_score_gemma":0.004256222,"domain_scores_codex":[0.9988438,0.0002437918,0.0004578473,0.0002256417,0.0001040254,0.0001248258],"domain_scores_gemma":[0.9985521,0.00006169701,0.0004122911,0.0008830897,0.00005631109,0.00003454266],"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":[0.0001701941,0.0003133343,0.003439824,0.2331213,0.001253394,0.00008726627,0.0001076724,1.627078e-9,0.00000722266,0.0004559487,0.003347245,0.7576966],"study_design_scores_gemma":[0.00153817,0.00004021249,0.001496808,0.1667045,0.001317163,0.00005526214,0.000004104979,9.863049e-8,0.000002851403,0.000008609474,0.8287328,0.00009939529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001682756,0.9953049,0.000002107706,0.0001088148,0.0003576264,0.001623555,0.0001046283,0.000007476853,0.002322594],"genre_scores_gemma":[0.0008382821,0.9974908,0.00001683045,0.00008501353,0.00008651083,0.000084402,0.00009091786,0.00002764005,0.001279654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8253856,"threshold_uncertainty_score":0.4262116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05327651099141032,"score_gpt":0.3329267342402262,"score_spread":0.2796502232488159,"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."}}