{"id":"W4387748859","doi":"10.1136/bmjopen-2022-067684","title":"Subthreshold micropulse laser versus standard laser for the treatment of central-involving diabetic macular oedema with central retinal thickness of &lt;400µ: a cost-effectiveness analysis from the DIAMONDS trial","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sheffield Teaching Hospitals NHS Foundation Trust; University of Oxford; Moorfields Eye Hospital NHS Foundation Trust; Queen's University; Newcastle upon Tyne Hospitals NHS Foundation Trust; James Cook University; University of Warwick; Central Manchester University Hospitals NHS Foundation Trust; Department of Health and Social Care; National Institute for Health and Care Research; Oxford University Hospitals NHS Foundation Trust; University Hospitals Bristol NHS Foundation Trust","keywords":"Medicine; Subthreshold conduction; Ophthalmology; Retinal; Laser; Diabetic macular edema; Laser coagulation; Laser treatment; Green laser; Optometry; Diabetic retinopathy; Diabetes mellitus; Visual acuity; Optics; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008151069,0.001561826,0.004026142,0.0008145405,0.0002516617,0.001360594,0.0009845861,0.001252327,0.005564141],"category_scores_gemma":[0.01230367,0.0005219347,0.007284438,0.0006795847,0.0006762217,0.001210767,0.0008957163,0.002174252,0.0002913328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001957743,"about_ca_system_score_gemma":0.001243721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564197,"about_ca_topic_score_gemma":0.003423486,"domain_scores_codex":[0.993467,0.005278508,0.0003608034,0.000273041,0.0003766848,0.0002438856],"domain_scores_gemma":[0.9938455,0.004348487,0.00110491,0.0001628408,0.0001913746,0.000346906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.939478,0.001082356,0.003152199,0.00864444,0.01712615,0.0001131227,0.0001043016,0.003626022,0.0004370909,0.0005590948,0.0009745253,0.02470255],"study_design_scores_gemma":[0.8637326,0.06814066,0.0118717,0.002276946,0.03955888,0.0003399796,0.0002440456,0.009008314,0.0005233561,0.001960342,0.002232452,0.0001107567],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395128,0.04624325,0.001961244,0.001729356,0.0004980429,0.003781721,0.002889452,0.00005992009,0.003324269],"genre_scores_gemma":[0.9843644,0.007387384,0.002339592,0.0005012873,0.0002010375,0.002641898,0.001285677,0.00001376795,0.001264928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008151069,"threshold_uncertainty_score":0.04310751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07957828495600024,"score_gpt":0.3858823413700666,"score_spread":0.3063040564140664,"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."}}