{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008647573,0.000576507,0.003088176,0.001227945,0.0002789319,0.0001355867,0.0003165229,0.0005300776,0.00005262549],"category_scores_gemma":[0.0002612938,0.0004772767,0.0004887284,0.0007871055,0.0002031716,0.0002770193,0.0001984521,0.0003777902,0.00002873725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008915424,"about_ca_system_score_gemma":0.001026083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698263,"about_ca_topic_score_gemma":0.0001233559,"domain_scores_codex":[0.9965163,0.0002538786,0.0009785077,0.001337945,0.0001943779,0.000719016],"domain_scores_gemma":[0.9966001,0.0005875536,0.000718979,0.001298358,0.0001039299,0.000691083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000084752,0.0001773093,0.005758483,0.009327897,0.001289077,0.00003145419,0.000008549241,6.537804e-7,4.220754e-8,0.00008456993,0.0001850592,0.9830521],"study_design_scores_gemma":[0.001741686,0.01089011,0.02586608,0.3710704,0.06281403,0.0003158444,0.0008193706,0.001197433,0.000004374092,0.000315961,0.5229589,0.002005696],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004103356,0.985861,0.001193088,0.004398854,0.0001910116,0.003953991,0.0001258449,0.000166516,0.00000631808],"genre_scores_gemma":[0.003485232,0.9754313,0.01643428,0.0005243788,0.0001261881,0.003705214,0.0001707769,0.00007374446,0.00004887576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810464,"threshold_uncertainty_score":0.9997679,"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."}}