{"id":"W2945916695","doi":"10.1016/j.jcjo.2019.03.009","title":"Visual impairment and unmet eye care needs among a Syrian pediatric refugee population in a Canadian city","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"University of Toronto","keywords":"Medicine; Refractive error; Refugee; Visual impairment; Optometry; Population; Confidence interval; Visual acuity; Etiology; Pediatrics; Ophthalmology; Environmental health; Geography; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004852759,0.0002349276,0.0006393383,0.001983176,0.0001477414,0.00002122471,0.0001201952,0.0003163888,0.0007181957],"category_scores_gemma":[0.0001676902,0.0002218289,0.0001088252,0.0005299964,0.0001301996,0.0001707517,0.0000233523,0.0005181435,0.00001594757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009195718,"about_ca_system_score_gemma":0.001705518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.373221,"about_ca_topic_score_gemma":0.11246,"domain_scores_codex":[0.9981455,0.0001538163,0.0005501721,0.0002258378,0.0001486498,0.0007760813],"domain_scores_gemma":[0.9979653,0.00005860852,0.0002274752,0.0001636241,0.0001830215,0.001401949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114916,0.00005256616,0.9895115,0.0001114699,0.00006650173,0.008652977,0.00129768,0.00001072976,0.0000066025,0.0000450295,0.00007113076,0.00006230766],"study_design_scores_gemma":[0.001625623,0.003853102,0.9681424,0.00008907376,0.000107031,0.02421239,0.001609675,0.00001662872,0.000004352497,0.00006084565,0.00009175717,0.0001870564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994508,0.001514219,1.982618e-7,0.0004813597,0.0007005713,0.0004421775,0.00001774723,0.000003681208,0.002332099],"genre_scores_gemma":[0.9991686,0.00001242255,0.00004975619,0.00008950818,0.0002278513,0.000006100437,0.00002164199,0.00002405501,0.0004000769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260761,"threshold_uncertainty_score":0.904592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583425077277135,"score_gpt":0.32026335715107,"score_spread":0.3044291063782986,"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."}}