{"id":"W4416538438","doi":"10.1016/j.jcjo.2025.10.006","title":"Pediatric teleophthalmology screening: a scoping review of global evidence and implications for 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":false,"ca_institutions":"University of Alberta; University of Ottawa","funders":"University of Alberta","keywords":"Indigenous; MEDLINE; Public health; Global health; Rural area","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":[0.02590608,0.001080794,0.004537822,0.01386008,0.001902454,0.006294514,0.002687048,0.002023946,0.003823574],"category_scores_gemma":[0.08899499,0.001049847,0.003748902,0.02717924,0.002729574,0.002649527,0.002591694,0.002541355,0.0001803932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04099135,"about_ca_system_score_gemma":0.1521244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.771729,"about_ca_topic_score_gemma":0.9206094,"domain_scores_codex":[0.986863,0.002831865,0.004154022,0.001083897,0.004156617,0.0009106831],"domain_scores_gemma":[0.9040261,0.05101424,0.0125916,0.001094632,0.02915152,0.002121854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005746714,0.0000698658,0.03791414,0.6590118,0.009759678,0.0004082654,0.002728326,0.0006007951,0.0003440218,0.003103761,0.03227637,0.2532083],"study_design_scores_gemma":[0.0001918759,0.00007181773,0.0527626,0.8673537,0.02505436,0.0002941751,0.002341439,0.0002017083,0.0002173229,0.000779211,0.05066378,0.00006792372],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001523471,0.9934249,0.00005633082,0.003168414,0.0001360893,0.0000549752,0.0007867909,0.00000439212,0.0008446724],"genre_scores_gemma":[0.03058698,0.9660121,0.0006199129,0.00200204,0.0001118728,0.00009153329,0.0004868858,0.00000792424,0.00008065961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.228271,"threshold_uncertainty_score":0.4592307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07252387851286077,"score_gpt":0.4147871261721843,"score_spread":0.3422632476593235,"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."}}