{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005554903,0.0004347819,0.0005483791,0.004975249,0.0007422589,0.001258466,0.0006273863,0.0004568776,0.001427874],"category_scores_gemma":[0.002296956,0.0003946127,0.0004527045,0.00897066,0.0006706601,0.0009362061,0.0006729333,0.0003122006,0.0002652002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005524888,"about_ca_system_score_gemma":0.006384427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3486418,"about_ca_topic_score_gemma":0.5485722,"domain_scores_codex":[0.999121,0.00006711862,0.000294942,0.0001148493,0.0002976935,0.0001044782],"domain_scores_gemma":[0.9958007,0.0004925632,0.002257824,0.00007012788,0.001041285,0.0003375253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002655727,0.00003472948,0.8291698,0.01918197,0.0004859438,0.008047122,0.004281682,0.0002957442,0.004335389,0.0001495934,0.00742211,0.1263303],"study_design_scores_gemma":[0.000004057552,0.00007855324,0.9760563,0.002281006,0.0002291639,0.007144034,0.00143742,0.00005079645,0.0002221355,0.00001148191,0.01246877,0.00001621554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2483265,0.7445284,0.0001630809,0.0008760736,0.0001168538,0.00003108499,0.003516787,0.00003833688,0.002402941],"genre_scores_gemma":[0.5260419,0.4699645,0.0003663666,0.0004239838,0.0001466052,0.00002435358,0.002389479,0.0000117067,0.0006309793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6513582,"threshold_uncertainty_score":0.6932249,"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."}}