{"id":"W3089192065","doi":"10.1080/09286586.2020.1823425","title":"Visual Impairment, Eye Disease, and the 3-year Incidence of Depressive Symptoms: The Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"article","venue":"Ophthalmic Epidemiology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont; University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Medicine; Incidence (geometry); Visual impairment; Disease; Depressive symptoms; Depression (economics); Epidemiology; Gerontology; Pediatrics; Psychiatry; Anxiety; Internal medicine","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":[0.001532933,0.0002571116,0.0008046346,0.00007604387,0.0004949918,0.000007135171,0.0002362185,0.00009882308,0.00007751031],"category_scores_gemma":[0.003775567,0.0001360286,0.0001351505,0.0001951033,0.00126757,0.000049209,0.00021314,0.0004924453,0.00002653835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006653731,"about_ca_system_score_gemma":0.0001925949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009648657,"about_ca_topic_score_gemma":0.0007036269,"domain_scores_codex":[0.9971161,0.001209664,0.000526864,0.0004907884,0.0001622776,0.0004942926],"domain_scores_gemma":[0.9963483,0.002564473,0.0002618924,0.0003437988,0.00008822398,0.0003933451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144675,0.0002306538,0.9949242,0.00004928197,0.0004587403,0.0002044153,0.00143253,0.00002077855,0.00001069221,0.00113995,0.0003399881,0.00004409314],"study_design_scores_gemma":[0.002386791,0.003946728,0.9908564,0.00008189345,0.000390015,0.0000889096,0.001195939,0.0003623918,0.000008013059,0.0005434385,0.00002231294,0.0001171764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700891,0.001223337,0.000008116685,0.0266609,0.0001243576,0.001179412,0.00001369604,0.00002003288,0.0006810267],"genre_scores_gemma":[0.9957104,0.0000712357,0.00001425406,0.003792295,0.0001986079,0.0001069991,0.00000727219,0.00001749469,0.00008143122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02562129,"threshold_uncertainty_score":0.9969462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09233521851301828,"score_gpt":0.4211865958683426,"score_spread":0.3288513773553243,"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."}}