{"id":"W2898951878","doi":"10.1177/1357633x18804749","title":"Does patient education improve compliance to routine diabetic retinopathy screening?","year":2018,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Carl Zeiss Meditec AG","keywords":"Medicine; Diabetic retinopathy; Fundus photography; Fundus (uterus); Diabetes mellitus; Patient education; Ophthalmology; Cohort; Eye examination; Retinopathy; Optometry; Population; Eye care; Emergency medicine; Family medicine; Internal medicine; Visual acuity; Fluorescein angiography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004130765,0.000173272,0.0003492398,0.000296894,0.0002796193,0.0006057327,0.0004175259,0.0008936521,0.003580053],"category_scores_gemma":[0.01986382,0.00009574211,0.0004675381,0.000516874,0.0003030745,0.0005753137,0.0003956734,0.00064036,0.0002441713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007957288,"about_ca_system_score_gemma":0.002338083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386501,"about_ca_topic_score_gemma":0.00469175,"domain_scores_codex":[0.9977676,0.00135848,0.0001330778,0.0001234673,0.0003876272,0.0002297794],"domain_scores_gemma":[0.9902503,0.005201592,0.00286791,0.0002464407,0.0005198761,0.000913768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001482499,0.004204074,0.622754,0.001167735,0.0002751932,0.0001497416,0.0008722627,0.0006367907,0.0004554627,0.0002513456,0.003222447,0.3645285],"study_design_scores_gemma":[0.000368598,0.005786755,0.9869443,0.000813516,0.0002000993,0.0002594554,0.0005388036,0.001087256,0.0004507926,0.000243779,0.00329257,0.00001413974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769397,0.003051609,0.0006478957,0.01221768,0.00009813245,0.0001676192,0.0002094267,0.00006162115,0.006606326],"genre_scores_gemma":[0.9971517,0.0009149692,0.0007039922,0.000756295,0.00009079739,0.00005590846,0.00008000738,0.000003441917,0.00024302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004130765,"threshold_uncertainty_score":0.02184582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115468607355411,"score_gpt":0.2961364974275937,"score_spread":0.2849818113540395,"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."}}