{"id":"W4413971864","doi":"10.1016/j.jcjo.2025.08.004","title":"Association of rural or urban status, region, and institution type with cataract surgery wait times in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Public Health Ontario; Institute for Clinical Evaluative Sciences; University of Ottawa; North Toronto Eye Care; Prism Eye Institute; Kensington Health; University of Toronto; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research; University of California, Los Angeles; Institute for Clinical Evaluative Sciences; University of Ottawa; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institut canadien d'information sur la santé; Ministry of Health, Ontario","keywords":"Institution; Retrospective cohort study; Demography; Rural population; Medicine; Population; Geography; Gerontology; Optometry; Surgery; Sociology; Social science","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":[0.0006314857,0.0002348246,0.0002808539,0.001109531,0.002227989,0.0009737501,0.0009036215,0.0002289278,0.002316726],"category_scores_gemma":[0.002680545,0.0002815005,0.0004817452,0.003093687,0.000783662,0.0003694591,0.0009158641,0.0004390119,0.0001700558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0251505,"about_ca_system_score_gemma":0.03773934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943692,"about_ca_topic_score_gemma":0.9977326,"domain_scores_codex":[0.9989905,0.00006369966,0.00007527166,0.0001473073,0.0003400081,0.0003832893],"domain_scores_gemma":[0.9957187,0.0002321859,0.001421865,0.00009944876,0.001327844,0.001199982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002573158,0.00001110142,0.9960659,0.00002725488,0.00002464465,0.00004274598,0.0006228805,0.00006883063,0.00006707593,0.00008050125,0.001353204,0.001610102],"study_design_scores_gemma":[0.000005101504,0.00001265446,0.997321,0.0000311944,0.00001454245,0.0000360721,0.001153645,0.0002115498,0.00003098021,0.00002491324,0.001152137,0.000006302173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877198,0.0006532392,0.0001923924,0.0008851286,0.000017485,0.00004187776,0.007163757,0.00001445281,0.003311998],"genre_scores_gemma":[0.9972728,0.0002790904,0.000190411,0.0001164843,0.000007437911,0.00002036264,0.001300388,0.00000548537,0.0008074343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0251505,"threshold_uncertainty_score":0.1824805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475549598126062,"score_gpt":0.2813922492430506,"score_spread":0.2566367532617899,"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."}}