{"id":"W3134490181","doi":"10.1097/ieb.0b013e3181f4ce75","title":"RANDOMIZED TRIAL EVALUATING RANIBIZUMAB PLUS PROMPT OR DEFERRED LASER OR TRIAMCINOLONE PLUS PROMPT LASER FOR DIABETIC MACULAR EDEMA","year":2010,"lang":"en","type":"article","venue":"Evidence-Based Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diabetic macular edema; Ranibizumab; Medicine; Randomized controlled trial; Ophthalmology; Triamcinolone acetonide; Optometry; Surgery; Diabetic retinopathy; Diabetes mellitus; Bevacizumab; Chemotherapy","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002541199,0.000750265,0.002682075,0.0003247407,0.0003371025,0.00009429039,0.0004176271,0.0005651741,0.003930233],"category_scores_gemma":[0.01615909,0.0004682125,0.001092455,0.0004485454,0.0005002023,0.0002409796,0.0001014496,0.0005546825,0.0001843307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003200672,"about_ca_system_score_gemma":0.003302696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160502,"about_ca_topic_score_gemma":0.00001378765,"domain_scores_codex":[0.9941353,0.001172128,0.00144443,0.001269658,0.0008617998,0.00111671],"domain_scores_gemma":[0.9914419,0.005649003,0.0006790537,0.001097205,0.0005493801,0.0005834768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9912827,0.0009967422,0.0008097243,0.0007168149,0.0006927656,0.002631219,0.0001195195,0.00008450719,0.001201133,0.00002764848,0.0003864624,0.001050746],"study_design_scores_gemma":[0.9614909,0.01503103,0.001098248,0.001033887,0.00357883,0.001197454,0.00006258339,0.01105769,0.004262483,0.0004598951,0.0001490779,0.0005778975],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761061,0.0008542702,0.0001953903,0.002277476,0.00162804,0.01848772,0.00007267201,0.0001577836,0.0002205215],"genre_scores_gemma":[0.9768898,0.00003096861,0.00641745,0.0003935604,0.001006876,0.007729692,0.0002640286,0.0001362667,0.007131372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979179,"threshold_uncertainty_score":0.999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544372640096354,"score_gpt":0.4167192492522106,"score_spread":0.2622819852425752,"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."}}