{"id":"W4237487778","doi":"10.21203/rs.3.rs-28496/v1","title":"Effectiveness of interventions to increase uptake and completion of treatment for diabetic retinopathy in low- and middle-income countries: a rapid review protocol.","year":2020,"lang":"en","type":"review","venue":"Research Square","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"Fred Hollows Foundation; Wellcome Trust","keywords":"Diabetic retinopathy; Protocol (science); Psychological intervention; Low and middle income countries; Medicine; Low income; Diabetes mellitus; Optometry; Economics; Economic growth; Demographic economics; Developing country; Alternative medicine; Endocrinology; Nursing","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":[0.04382573,0.002418272,0.009237803,0.005127661,0.001465665,0.0029026,0.00288096,0.003366481,0.03607403],"category_scores_gemma":[0.06316683,0.001987102,0.01481762,0.00485337,0.00110446,0.003400442,0.003741746,0.003202022,0.003273608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006969176,"about_ca_system_score_gemma":0.02221699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006837403,"about_ca_topic_score_gemma":0.01412429,"domain_scores_codex":[0.98,0.009156884,0.005977824,0.001190031,0.002705416,0.0009697946],"domain_scores_gemma":[0.9721696,0.01216366,0.006952285,0.001535024,0.006279147,0.0009002633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.02594491,0.0004280469,0.0008070759,0.8435951,0.00874118,0.0001220372,0.0007242406,0.0004861705,0.000928677,0.001648853,0.01876381,0.0978099],"study_design_scores_gemma":[0.147755,0.005769738,0.01934904,0.5983075,0.0833933,0.0002291346,0.001130408,0.0009739866,0.002577754,0.003078936,0.1371031,0.0003320152],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005948488,0.0414303,0.004020836,0.001842084,0.0009382918,0.9155802,0.02515955,0.0005643144,0.004515945],"genre_scores_gemma":[0.01237372,0.02232329,0.01463655,0.0009286579,0.00009954891,0.9449575,0.003140487,0.0000505614,0.00148966],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04382573,"threshold_uncertainty_score":0.2317754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234049902334881,"score_gpt":0.4779153688957732,"score_spread":0.3545103786622851,"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."}}