{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750683,0.0001158014,0.0005753819,0.00003111378,0.00004269887,0.000001738189,0.00006265677,0.00006553374,0.0000284469],"category_scores_gemma":[0.00007849403,0.00006030944,0.0000416589,0.00008434479,0.00007790361,0.00001295468,0.0000542469,0.0001763258,0.000002550026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009300393,"about_ca_system_score_gemma":0.0005622793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0210197,"about_ca_topic_score_gemma":0.0429187,"domain_scores_codex":[0.999352,0.0000598716,0.0002457308,0.0001237671,0.0001006056,0.0001180177],"domain_scores_gemma":[0.9995002,0.0002108045,0.0001017743,0.0001399747,0.00001846707,0.00002880096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001935528,0.0001071152,0.01476433,0.05006929,0.0000656452,0.00003728681,0.00004531455,4.723774e-8,5.30157e-8,0.00001068109,0.0006586734,0.9342222],"study_design_scores_gemma":[0.0003303011,0.0004480931,0.06199047,0.02896685,0.0003864037,0.00006059414,0.00004207558,0.000003505985,5.216708e-7,0.000004424972,0.9076493,0.000117416],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005425758,0.9937238,5.569111e-8,0.0001127941,0.0001246879,0.0003311126,0.000008926521,0.000001904997,0.0002710398],"genre_scores_gemma":[0.004772151,0.9929765,0.000004206802,0.00001979885,0.00005027898,0.00001665062,0.000002505678,0.000006484786,0.002151396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9341048,"threshold_uncertainty_score":0.9854994,"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."}}