{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006865502,0.0002055489,0.0002193845,0.0006417548,0.0002736603,0.0002803486,0.0002470342,0.0003596087,0.003440782],"category_scores_gemma":[0.002407724,0.0002010921,0.0004543391,0.0008731376,0.0001625557,0.0002888374,0.000351426,0.0005592936,0.0002799306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443502,"about_ca_system_score_gemma":0.0001662051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006300282,"about_ca_topic_score_gemma":0.00675818,"domain_scores_codex":[0.9993778,0.0002536135,0.00006292124,0.0001296922,0.00008499997,0.00009098899],"domain_scores_gemma":[0.9981377,0.0004232334,0.0008402929,0.0002349619,0.0001738017,0.0001899316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032463,0.00009371523,0.9939697,0.00004808943,0.0004123262,0.00004385856,0.00005446748,0.00005453816,0.001042814,0.00006432954,0.0002451723,0.002938551],"study_design_scores_gemma":[0.000008168683,0.0001031141,0.9993893,0.000002980138,0.00004701129,0.00003859302,0.00001277935,0.0001383679,0.00007984216,0.00002942419,0.0001485042,0.000001941487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950146,0.0007495726,0.0006180433,0.0001056943,0.00001783922,0.00003898915,0.002627878,0.00001448191,0.0008129909],"genre_scores_gemma":[0.997564,0.0001781779,0.0004446797,0.00003858537,0.00001456872,0.00004352995,0.0008427065,0.000006530373,0.0008671788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006300282,"threshold_uncertainty_score":0.01252723,"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."}}