{"id":"W4410251391","doi":"10.1016/j.jcjo.2025.04.007","title":"Ethnic disparities in inherited retinal degenerations","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"ABCA4; Ethnic group; Medicine; Stargardt disease; Ophthalmology; Maculopathy; Macular degeneration; Genetics; Biology; Retinopathy; Phenotype; Gene; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006201037,0.0001468112,0.0003161339,0.001287277,0.0009687767,0.0006696063,0.0003188201,0.0005104747,0.005316173],"category_scores_gemma":[0.001743513,0.0001843432,0.0004438645,0.002215325,0.0004116559,0.0003613373,0.0005354949,0.0005630463,0.0002988703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008087195,"about_ca_system_score_gemma":0.000816884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1179891,"about_ca_topic_score_gemma":0.1278135,"domain_scores_codex":[0.9992988,0.0001197403,0.00008665117,0.0001392171,0.0001291841,0.0002264907],"domain_scores_gemma":[0.9986379,0.0002159056,0.0004597265,0.0000968524,0.0002530891,0.0003365443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858531,0.00006300356,0.9915201,0.00002113227,0.0001595641,0.0002770296,0.0007062107,0.00004280193,0.0008557819,0.001105614,0.0003544823,0.004708395],"study_design_scores_gemma":[0.000005599216,0.00001521665,0.998606,0.00001605705,0.0000300475,0.0001710171,0.000494461,0.0000425733,0.00005094527,0.0001808173,0.0003827527,0.000004531699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919938,0.001423137,0.0000696351,0.0005827129,0.00002797051,0.000004577837,0.0005947164,0.000003077392,0.005300334],"genre_scores_gemma":[0.9988089,0.0004874952,0.00004081444,0.00007052721,0.00001879973,0.000002701254,0.0001605513,0.000002442335,0.000407765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179891,"threshold_uncertainty_score":0.2346047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945819709648662,"score_gpt":0.2847415651493924,"score_spread":0.2652833680529058,"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."}}