{"id":"W2016135233","doi":"10.1016/j.jcjo.2012.03.036","title":"Ocular microbiology trends in Edmonton, Alberta: a 10-year review","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Staphylococcus aureus; Medicine; Antibiotics; Methicillin-resistant Staphylococcus aureus; Vancomycin; Microbiology; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004328255,0.0003993982,0.00287171,0.001494333,0.00004905038,0.000008581613,0.0002110771,0.0005812611,0.01441742],"category_scores_gemma":[0.0001469779,0.0003010591,0.0009767731,0.0006525856,0.0001248675,0.00005944182,0.00001736956,0.0007014921,0.0003361918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006950086,"about_ca_system_score_gemma":0.001939491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007006,"about_ca_topic_score_gemma":0.001368631,"domain_scores_codex":[0.9976402,0.000359109,0.001080168,0.0002478152,0.00006410779,0.0006086204],"domain_scores_gemma":[0.997922,0.00007932996,0.0006248084,0.0004035468,0.0001561896,0.0008141153],"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":[0.00003366899,0.0004886004,0.01009531,0.02803953,0.003645818,0.1944967,0.00006623886,2.556913e-7,7.624623e-7,0.0001584956,0.01740432,0.7455703],"study_design_scores_gemma":[0.0003305906,0.0002698124,0.0001709638,0.01057215,0.001777754,0.3867747,0.000001317653,9.68152e-9,8.597024e-8,0.000003224406,0.5999779,0.0001215736],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001425168,0.973774,2.032372e-7,0.0001542217,0.0006388678,0.0003078378,0.00003691837,0.00000143964,0.02494398],"genre_scores_gemma":[0.0008494947,0.9893958,0.0001014051,0.00005544638,0.0002951028,0.00002158496,0.0002246834,0.00005913184,0.008997327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7454488,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873179336473154,"score_gpt":0.3538735208065897,"score_spread":0.2951417274418582,"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."}}