{"id":"W4366278027","doi":"10.9778/cmajo.20220035","title":"A retrospective population-based analysis of wait times for cataract surgery in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; Trillium Health Centre","funders":"Allergan; Bausch Health; Physicians' Services Incorporated Foundation","keywords":"Medicine; Interquartile range; Cataract surgery; Referral; Retrospective cohort study; Population; Cohort; Waiting list; Surgery; Pediatrics; General surgery; Emergency medicine; Family medicine; Internal 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":[0.001326282,0.0004963559,0.0005679703,0.001925049,0.002171858,0.001124545,0.001290706,0.000390468,0.001462668],"category_scores_gemma":[0.004164013,0.0005633166,0.0008512537,0.006435357,0.0008541543,0.0005161825,0.000988781,0.0006400287,0.000230374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03107537,"about_ca_system_score_gemma":0.04027451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911815,"about_ca_topic_score_gemma":0.9931663,"domain_scores_codex":[0.9977918,0.0001462672,0.0002517934,0.0004258001,0.0008835059,0.0005008355],"domain_scores_gemma":[0.9941655,0.0003787561,0.001806641,0.0002639276,0.002645088,0.0007400269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006145965,0.00001688026,0.995838,0.00007556517,0.00009633957,0.00006484058,0.00051152,0.0001179513,0.0001187358,0.00006488364,0.00152646,0.001507365],"study_design_scores_gemma":[0.000009958996,0.00002596019,0.9979511,0.00003813114,0.00004338423,0.00004836547,0.0005604279,0.0003397571,0.00002664616,0.00002076298,0.0009265585,0.000009112492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713891,0.001119726,0.0005622142,0.0004197551,0.00002189822,0.0001559879,0.02448977,0.00003472027,0.001806923],"genre_scores_gemma":[0.9927406,0.0004186466,0.0004523814,0.000158032,0.00001129768,0.00008874798,0.005584695,0.000009484533,0.0005362214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107537,"threshold_uncertainty_score":0.2254687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988015418224891,"score_gpt":0.3016192573102966,"score_spread":0.2717391031280477,"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."}}