{"id":"W4409119133","doi":"10.1016/j.jcjo.2025.03.002","title":"Prevalence of systemic disease in patients undergoing cataract surgery at a hospital versus outpatient clinic","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Faculty of Health Sciences, Queen's University","keywords":"Medicine; Odds ratio; Diabetes mellitus; Referral; Cataract surgery; Blood pressure; Confidence interval; Tertiary referral hospital; American society of anesthesiologists; Emergency medicine; Cohort; Outpatient clinic; Retrospective cohort study; Internal medicine; Surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004489156,0.0002052782,0.0003265892,0.001124113,0.0004341543,0.0005637156,0.0002910513,0.000390704,0.002067036],"category_scores_gemma":[0.002018363,0.0002340401,0.0003495569,0.001123867,0.0003278911,0.0005136107,0.0004218386,0.0003671987,0.0001639783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006621148,"about_ca_system_score_gemma":0.0006206568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864635,"about_ca_topic_score_gemma":0.02741878,"domain_scores_codex":[0.9993541,0.00009480516,0.00007734717,0.0001418173,0.0001883255,0.0001435936],"domain_scores_gemma":[0.9981446,0.0002236365,0.001031926,0.00005492043,0.0001527214,0.0003920521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003426746,0.0000136217,0.9996058,0.000003258898,0.00001019565,0.00003015703,0.00002472235,0.000005526364,0.00006209588,0.000003288247,0.00002590504,0.0001812913],"study_design_scores_gemma":[0.00000422761,0.0000580303,0.9995261,0.00000326279,0.000004422628,0.0001723763,0.0001581907,0.00002990439,0.000009982736,0.000003514334,0.0000282895,0.000001678696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993458,0.00008581662,0.00002036734,0.00001773881,0.000002800556,0.000007929943,0.0002673138,0.000001300586,0.0002507701],"genre_scores_gemma":[0.9995964,0.00004501981,0.00002351523,0.00001816432,0.000007147496,0.000007205519,0.0002513262,6.539595e-7,0.00005062891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864635,"threshold_uncertainty_score":0.03707564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058258597480219,"score_gpt":0.286103721120285,"score_spread":0.2655211351454829,"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."}}