{"id":"W2256528525","doi":"10.1002/14651858.cd012054.pub2","title":"Interventions to increase attendance for diabetic retinopathy screening","year":2018,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Women's College Hospital; Ottawa Hospital","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Psychological intervention; Attendance; PsycINFO; MEDLINE; Randomized controlled trial; Cochrane Library; Intervention (counseling); Family medicine; Nursing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002613916,0.0007578722,0.00874587,0.000352836,0.00009648921,0.00003763248,0.0004988968,0.0001398947,0.0001564843],"category_scores_gemma":[0.006992642,0.0004783577,0.00353336,0.0005357715,0.00008739423,0.00009164333,0.0002071961,0.0001623881,0.0007203438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123591,"about_ca_system_score_gemma":0.0001550351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002169807,"about_ca_topic_score_gemma":0.000003808426,"domain_scores_codex":[0.9933091,0.000846147,0.004130121,0.0007983442,0.0005005736,0.0004156828],"domain_scores_gemma":[0.9932514,0.0008132134,0.002531387,0.002450186,0.0004172145,0.0005366334],"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":[0.00003852349,0.0002616381,0.000004819627,0.9717679,0.0003092925,0.0000368509,0.00001439712,9.694575e-9,7.454703e-7,0.00003935488,0.005872418,0.02165408],"study_design_scores_gemma":[0.0006063732,0.0004336384,0.000003465341,0.8552842,0.01933349,0.0001527923,0.0000113718,0.000004170196,0.000001042599,0.000002623975,0.12387,0.0002968715],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006989763,0.9668745,0.003485261,0.00001718272,0.0002570277,0.02605349,0.003129988,0.00003250414,0.0001431038],"genre_scores_gemma":[0.000003850755,0.9762437,0.009908451,0.00006159527,0.0002666056,0.008254154,0.00430741,0.0001052661,0.0008489995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1179976,"threshold_uncertainty_score":0.9997668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1817067981008777,"score_gpt":0.444593057697752,"score_spread":0.2628862595968743,"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."}}