{"id":"W4310713535","doi":"10.1016/j.ogla.2022.11.008","title":"The Association of Alcohol Consumption with Glaucoma and Related Traits","year":2022,"lang":"en","type":"article","venue":"Ophthalmology Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council; Allergan; National Institutes of Health; National Eye Institute; Moorfields Eye Charity; Tasmanian Department of Health; Moorfields Eye Hospital NHS Foundation Trust; Santen; National Youth Council Singapore; ARVO Foundation for Eye Research; Fight for Sight UK; National Institute for Health and Care Research; Lister Institute of Preventive Medicine; Newcastle upon Tyne Hospitals NHS Foundation Trust; Wellcome Trust; Pennsylvania Department of Health; UK Research and Innovation; Research to Prevent Blindness; Association for Research in Vision and Ophthalmology; University College London; Glaucoma Foundation","keywords":"Glaucoma; Medicine; Intraocular pressure; Ophthalmology; Odds ratio; Logistic regression; Nerve fiber layer; Refractive error; Demography; Internal medicine; Eye disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005009786,0.0001416848,0.000290914,0.00008347532,0.000423867,0.000008742285,0.0001081552,0.0001112074,0.0003227484],"category_scores_gemma":[0.00008882992,0.00009775507,0.00007081094,0.000220553,0.0002284576,0.00003567838,0.00008035101,0.0003815852,0.00001096938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009209478,"about_ca_system_score_gemma":0.00006673921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003383461,"about_ca_topic_score_gemma":0.000004938038,"domain_scores_codex":[0.9985731,0.0002679223,0.0003019193,0.0002418975,0.0003319677,0.000283151],"domain_scores_gemma":[0.9990816,0.0003122372,0.0002660849,0.0001856111,0.00008222063,0.00007231332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007531255,0.0001401011,0.9936287,0.00003494183,0.0001997559,0.0002748469,0.0002143995,1.247341e-7,0.002301423,0.001548851,0.0004417193,0.0004620177],"study_design_scores_gemma":[0.002386223,0.00134681,0.981944,0.00001746047,0.0001702214,0.01117826,0.0003586877,0.00007838104,0.0001509171,0.0005854315,0.001676947,0.0001066866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871675,0.0008763243,0.000001532344,0.00256004,0.0001600009,0.0004378367,0.00001066041,0.00003151114,0.008754557],"genre_scores_gemma":[0.9952147,0.00004840657,0.00008079928,0.00007695014,0.00001345648,0.00006355498,0.0000298873,0.00002090555,0.00445135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168472,"threshold_uncertainty_score":0.3986336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141997418176662,"score_gpt":0.2580010938630485,"score_spread":0.2465811196812819,"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."}}