{"id":"W4380883675","doi":"10.1016/j.ophtha.2023.06.009","title":"The Association of Physical Activity with Glaucoma and Related Traits in the UK Biobank","year":2023,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alcon Research Institute; Allergan; National Institutes of Health; Moorfields Eye Hospital NHS Foundation Trust; International Glaucoma Association; National Eye Institute; Moorfields Eye Charity; Lister Institute of Preventive Medicine; Wellcome Trust; Glaucoma Foundation; Santen; National Institute for Health and Care Research; Research to Prevent Blindness","keywords":"Medicine; Glaucoma; Intraocular pressure; Ophthalmology; Nerve fiber layer; Logistic regression; Inner plexiform layer; Retinal; Biobank; Internal medicine; Bioinformatics; Biology","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":[0.003416182,0.0003161869,0.0007042681,0.001502872,0.0005423953,0.0006183653,0.0006898094,0.0007293351,0.003036888],"category_scores_gemma":[0.02268588,0.000417161,0.0004883061,0.003806164,0.0003825908,0.0005683213,0.001445986,0.0005462895,0.0004664428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006644289,"about_ca_system_score_gemma":0.0006156581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.040791,"about_ca_topic_score_gemma":0.03867085,"domain_scores_codex":[0.9939959,0.002861387,0.0007418683,0.001244991,0.000796283,0.0003595497],"domain_scores_gemma":[0.9831149,0.00363518,0.008541775,0.002814327,0.001390599,0.0005032275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002610605,0.00002588325,0.9950607,0.00005974136,0.0002196868,0.00007602441,0.0002055697,0.0000762503,0.000327192,0.00009131328,0.0009432588,0.002653292],"study_design_scores_gemma":[0.00002679782,0.00004869987,0.9987716,0.00002329803,0.00005470134,0.00009613659,0.00005286557,0.0001340296,0.00004275044,0.0000388244,0.0007046579,0.000005649183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880373,0.000669356,0.001088393,0.0003369438,0.00002491278,0.0000657346,0.008849258,0.00001444079,0.0009136286],"genre_scores_gemma":[0.9912547,0.0003640671,0.001181443,0.0001834876,0.00002944392,0.0002180064,0.006131224,0.0000116802,0.0006260684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.040791,"threshold_uncertainty_score":0.08110714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139313027939013,"score_gpt":0.2778169625897348,"score_spread":0.2664238323103446,"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."}}