{"id":"W2126830768","doi":"10.1111/dme.12957","title":"Screening attendance, age group and diabetic retinopathy level at first screen","year":2015,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Diabetic retinopathy; Diabetes mellitus; Attendance; Retinopathy; Pediatrics; Optometry; Age groups; Welsh; Demography","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":[0.0006776658,0.0001149533,0.000207104,0.0009312517,0.0002443378,0.0003871351,0.000224624,0.0002775963,0.004814527],"category_scores_gemma":[0.005498054,0.00008979691,0.000376284,0.0006801161,0.0001323473,0.0003075706,0.0002466711,0.0004748309,0.0004748353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513924,"about_ca_system_score_gemma":0.0002551526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009446966,"about_ca_topic_score_gemma":0.007566273,"domain_scores_codex":[0.9996498,0.0000587722,0.00003670721,0.00005864007,0.00009321447,0.0001029269],"domain_scores_gemma":[0.9961914,0.0008175084,0.001867827,0.0001039074,0.0003136534,0.0007057205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008603576,0.00004398633,0.9982134,0.00001214595,0.00002070139,0.00005136455,0.00005704846,0.00003619445,0.00008405244,0.00000767268,0.0001104547,0.001277104],"study_design_scores_gemma":[0.000002211997,0.00009770334,0.9995645,0.000006162105,0.00001095403,0.0001045955,0.00004806273,0.00004114765,0.00002466283,0.000005529251,0.00009225163,0.000002304961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981127,0.0002448208,0.00005565387,0.00006793883,0.000009498526,0.000008852629,0.0004983476,0.000007932025,0.0009941843],"genre_scores_gemma":[0.999127,0.00008255229,0.00005886949,0.00001565688,0.00001078789,0.000005407675,0.0003942135,0.000001788146,0.0003036763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009446966,"threshold_uncertainty_score":0.01878399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0623893393724688,"score_gpt":0.2900308601480247,"score_spread":0.2276415207755559,"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."}}