{"id":"W2046048492","doi":"10.1038/sj.eye.6701879","title":"The prevalence of low vision and blindness in Canada","year":2005,"lang":"en","type":"review","venue":"Eye","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; University of British Columbia","funders":"CNIB","keywords":"Visual impairment; Macular degeneration; Medicine; Optometry; Glaucoma; Population; Diabetic retinopathy; Disease; Ophthalmology; Environmental health; Diabetes mellitus; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00183483,0.0006800801,0.002560375,0.006568732,0.0007186285,0.001862435,0.001176894,0.0007459078,0.002122316],"category_scores_gemma":[0.005044077,0.0005061576,0.0018707,0.01743591,0.0007456591,0.0005213796,0.00067259,0.0006743466,0.0001123728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207279,"about_ca_system_score_gemma":0.03540336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9003212,"about_ca_topic_score_gemma":0.9463037,"domain_scores_codex":[0.9988245,0.0001290983,0.0002859531,0.0001145741,0.0005434936,0.0001022744],"domain_scores_gemma":[0.9973432,0.0008693702,0.0005937122,0.00003135928,0.001017921,0.0001443162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007099159,0.00007401076,0.04669878,0.4084256,0.01007024,0.0007240054,0.001003299,0.0006521497,0.000505205,0.001140004,0.0310682,0.4989286],"study_design_scores_gemma":[0.0005354579,0.0003278362,0.4265082,0.2449223,0.05570051,0.002893943,0.0029413,0.0004037503,0.0007048514,0.000784898,0.2640344,0.0002425788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001571986,0.9973171,0.00001660351,0.0001561859,0.00005802825,0.00001425422,0.0004420895,0.000002620163,0.0004210319],"genre_scores_gemma":[0.01388772,0.9855002,0.00009013036,0.0001491882,0.00002339214,0.0000103084,0.0001750482,8.391368e-7,0.0001631448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09967875,"threshold_uncertainty_score":0.2005315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995622513524169,"score_gpt":0.4143071735078083,"score_spread":0.3743509483725667,"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."}}