{"id":"W4412044086","doi":"10.1177/17571774251350783","title":"Intraocular surgical site infection surveillance in Winnipeg, Manitoba, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Infection Prevention","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba","funders":"","keywords":"Medicine; Intraocular surgery; Incidence (geometry); Disease control; Glaucoma; Outbreak; Optometry; Ophthalmology; Surgery; Environmental health","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":[0.001305697,0.0006645432,0.0004031828,0.003193007,0.003801517,0.00175222,0.002052564,0.0003431915,0.002226237],"category_scores_gemma":[0.003712251,0.0005914873,0.000418097,0.005093664,0.0007951849,0.0004610342,0.001283161,0.0007109678,0.0002480616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05129114,"about_ca_system_score_gemma":0.1222434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975361,"about_ca_topic_score_gemma":0.9991512,"domain_scores_codex":[0.9980347,0.0002292774,0.000140081,0.0002445452,0.000804249,0.0005472652],"domain_scores_gemma":[0.9947872,0.0001902689,0.0006549173,0.00009586866,0.002969207,0.001302512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001814607,0.0001567814,0.9281483,0.0006542749,0.0001878322,0.0008911823,0.00224872,0.0009957033,0.002102313,0.0008652228,0.01837045,0.0451978],"study_design_scores_gemma":[0.00004565421,0.0001064456,0.9824215,0.0003772695,0.00006421651,0.0003459211,0.003194601,0.0009504013,0.0005105818,0.00008762352,0.01184751,0.00004831643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170823,0.01612745,0.002927087,0.007601722,0.0003350392,0.002562002,0.02804568,0.0002662938,0.02505226],"genre_scores_gemma":[0.9678684,0.008230977,0.007602524,0.002192582,0.00006520749,0.0004989032,0.005957535,0.00006370589,0.007520156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05129114,"threshold_uncertainty_score":0.372145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008315312443424793,"score_gpt":0.2734010570239176,"score_spread":0.2650857445804928,"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."}}