{"id":"W4321497527","doi":"10.3390/ijerph20053820","title":"Indigenous Eye Health in the Americas: The Burden of Vision Impairment and Ocular Diseases","year":2023,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Indigenous Health and Education","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Pan American Health Organization; World Health Organization","keywords":"Indigenous; Visual impairment; Medicine; Blindness; Optometry; Eye care; Population; Gerontology; Family medicine; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00271407,0.0008255643,0.003108412,0.01177915,0.0005470247,0.001720392,0.0008660276,0.00102283,0.003335216],"category_scores_gemma":[0.009260923,0.0006042249,0.002800095,0.0127936,0.0005160233,0.001305764,0.0009573217,0.0007685921,0.000220493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838965,"about_ca_system_score_gemma":0.008434872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757078,"about_ca_topic_score_gemma":0.04085469,"domain_scores_codex":[0.9979353,0.000483562,0.0007676331,0.000161975,0.0005445227,0.0001070573],"domain_scores_gemma":[0.9925586,0.004839152,0.001490311,0.000102594,0.0008829383,0.0001264491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008986005,0.00002442676,0.001809755,0.8327653,0.002791989,0.0002122575,0.0004743376,0.00008697798,0.0003734452,0.0004281729,0.004652152,0.1562914],"study_design_scores_gemma":[0.00008616259,0.0002817851,0.03486024,0.7946063,0.03076151,0.002315162,0.001560024,0.0001257211,0.0003375666,0.0005884641,0.1344153,0.00006189314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004322824,0.9991467,0.00001560956,0.0001068572,0.00006431649,0.00001429137,0.00006027478,0.000002060239,0.0001576577],"genre_scores_gemma":[0.003025966,0.9965946,0.00008693802,0.0001151736,0.00004670476,0.00001888233,0.00005414928,8.260552e-7,0.00005674526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01757078,"threshold_uncertainty_score":0.03493702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729604915221545,"score_gpt":0.5575173770319645,"score_spread":0.38455688550981,"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."}}