{"id":"W4407151645","doi":"10.1016/j.jcjo.2025.01.006","title":"Analysis of ocular emergencies: incidence and clinical patterns over 4 years at tertiary centers in Montreal, Quebec, Canada","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; University of Calgary; Université de Montréal","funders":"","keywords":"Tertiary care; Incidence (geometry); Optometry; Medicine; Geography; Family medicine; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006114047,0.0004629639,0.0004376516,0.00199406,0.002276139,0.001386094,0.001800712,0.001024202,0.003244688],"category_scores_gemma":[0.002640824,0.0004248939,0.0006956702,0.004890037,0.0007240025,0.0006784914,0.0009952949,0.001028138,0.0003891234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02918886,"about_ca_system_score_gemma":0.02584132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9882086,"about_ca_topic_score_gemma":0.9930995,"domain_scores_codex":[0.9986115,0.0001035107,0.0001401566,0.0001704534,0.0003574695,0.0006169898],"domain_scores_gemma":[0.9939771,0.0002262905,0.001174388,0.00009191468,0.003249186,0.001281217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000262716,0.00002152051,0.9969423,0.00001238195,0.00002577902,0.0001598759,0.0002162615,0.00005367646,0.00007267302,0.00001848739,0.00100376,0.001447022],"study_design_scores_gemma":[0.000003265679,0.00001875945,0.9985269,0.00001485565,0.00000948845,0.0000875777,0.0008765358,0.000122389,0.00001704488,0.000003859907,0.000313095,0.00000616016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887811,0.001010825,0.0001606458,0.001312391,0.00003806597,0.00006996137,0.006114192,0.00002322745,0.002489705],"genre_scores_gemma":[0.996722,0.0004088037,0.0001735321,0.0003483861,0.00002503142,0.00001968905,0.001340505,0.000007068689,0.000954939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9882086,"threshold_uncertainty_score":0.211781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538294984225509,"score_gpt":0.2873384448752517,"score_spread":0.2719554950329966,"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."}}