{"id":"W2806540911","doi":"10.3310/hta22290","title":"What works to increase attendance for diabetic retinopathy screening? An evidence synthesis and economic analysis","year":2018,"lang":"en","type":"review","venue":"Health Technology Assessment","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"Health Technology Assessment Programme; Canadian Institutes of Health Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Psychological intervention; Attendance; PsycINFO; MEDLINE; Cochrane Library; Meta-analysis; Randomized controlled trial; Systematic review; Confidence interval; Family medicine; Physical therapy; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03007779,0.002846375,0.01488288,0.01158903,0.000745965,0.004968818,0.002226223,0.003850078,0.009839365],"category_scores_gemma":[0.1011005,0.001478086,0.02308755,0.007248373,0.001063253,0.003101314,0.002280219,0.00399294,0.0005070229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01423388,"about_ca_system_score_gemma":0.01056639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169761,"about_ca_topic_score_gemma":0.01652962,"domain_scores_codex":[0.9664755,0.02340335,0.005172001,0.000967172,0.003171139,0.0008108591],"domain_scores_gemma":[0.9517722,0.0404438,0.004782195,0.0005930421,0.001915228,0.0004934812],"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":[0.005280222,0.0002753834,0.001795692,0.8020295,0.08424908,0.0001425871,0.0001500496,0.003361682,0.0001114126,0.002310104,0.002074577,0.09821964],"study_design_scores_gemma":[0.008421539,0.00237889,0.007176032,0.6231721,0.3337066,0.0002333963,0.000450008,0.003709319,0.0003472689,0.007223437,0.01306908,0.0001123339],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006563543,0.9784027,0.002089666,0.003800273,0.0006685402,0.004715723,0.001666286,0.00004498547,0.002048221],"genre_scores_gemma":[0.165256,0.8114571,0.009319282,0.002829605,0.0005389077,0.009097443,0.0009608151,0.0000345883,0.0005062983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03007779,"threshold_uncertainty_score":0.1590685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06535015003946476,"score_gpt":0.4540642223688595,"score_spread":0.3887140723293948,"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."}}