{"id":"W4393929604","doi":"10.1097/ijg.0000000000002398","title":"Social Determinants of Health and Glaucoma Screening and Detection in the SIGHT Studies","year":2024,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Eye Institute; Research to Prevent Blindness; Centers for Disease Control and Prevention; EyeSight Foundation of Alabama","keywords":"Glaucoma; Medicine; Poverty; Optometry; Blindness; Ophthalmology; Environmental health","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":[0.004698404,0.0002407117,0.0002457589,0.001628963,0.001518362,0.001003974,0.0004869512,0.0004036635,0.001758176],"category_scores_gemma":[0.01145983,0.0002709611,0.0007297766,0.001744937,0.0005115423,0.0007349033,0.002378264,0.0006803336,0.000102007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008828322,"about_ca_system_score_gemma":0.002030248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0615022,"about_ca_topic_score_gemma":0.1019017,"domain_scores_codex":[0.9969875,0.001778928,0.0002940905,0.0002175111,0.0004256408,0.0002963858],"domain_scores_gemma":[0.9937845,0.001695607,0.002122669,0.0004377211,0.0007391619,0.001220315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007699124,0.00009647743,0.9919219,0.00008352061,0.0001158024,0.00004462115,0.0008808215,0.00002761521,0.00005516444,0.0002365653,0.001366862,0.00509371],"study_design_scores_gemma":[0.00002583128,0.0001311298,0.9958872,0.0001645287,0.00008397445,0.00006195957,0.001972809,0.00007428991,0.00005268486,0.0001613072,0.001376563,0.000007684306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920287,0.001497069,0.0002121009,0.00116928,0.00004592457,0.0001682086,0.001915073,0.000008378286,0.002955375],"genre_scores_gemma":[0.9971967,0.0006871481,0.0004994391,0.0002731562,0.00003138632,0.0002646788,0.0006955959,0.000005259581,0.0003466813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0615022,"threshold_uncertainty_score":0.1222884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769943459521647,"score_gpt":0.3523524354301074,"score_spread":0.314653000834891,"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."}}