{"id":"W2292982366","doi":"10.1007/s12325-016-0310-0","title":"Using Patient-Level Data to Develop Meaningful Cross-Trial Comparisons of Visual Impairment in Individuals with Diabetic Macular Edema","year":2016,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology; Allergan; Novartis Pharma; National Institute for Health and Care Research","keywords":"Medicine; Diabetic macular edema; Visual impairment; Rheumatology; Ophthalmology; Diabetic retinopathy; Internal medicine; Clinical trial; Optometry; Diabetes mellitus","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":[],"consensus_categories":[],"category_scores_codex":[0.0001625891,0.000169927,0.0003784149,0.0001340075,0.00002881823,0.0000137272,0.0001681392,0.00003769086,0.00003451613],"category_scores_gemma":[0.00007060094,0.0001002418,0.00002436526,0.0003744271,0.00008322571,0.0002438049,0.0000902311,0.0000503349,0.000004233045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036561,"about_ca_system_score_gemma":0.0001508564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006323527,"about_ca_topic_score_gemma":0.00002866737,"domain_scores_codex":[0.9985581,0.00006681075,0.0003918316,0.0003446087,0.0003560757,0.0002825925],"domain_scores_gemma":[0.9992033,0.00009382613,0.0001426414,0.0003688738,0.00008480285,0.0001065412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009480524,0.001294254,0.9647706,0.00002160973,0.00009580299,0.00003743547,0.0003128671,0.0001818988,0.0006038354,0.00002284602,0.00001340635,0.02316497],"study_design_scores_gemma":[0.08090138,0.006617637,0.902345,0.001290933,0.00006544209,0.0000120403,0.0003292194,0.000234155,0.003799789,0.00014429,0.003910479,0.0003496388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954466,0.002455088,0.0007118402,0.00007342266,0.00009699319,0.001031012,0.0001365134,0.000009934575,0.00003857267],"genre_scores_gemma":[0.9909035,0.0005712776,0.008267676,0.00009527041,0.00003088066,0.00005082965,0.00004931056,0.00002115525,0.00001012367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07142086,"threshold_uncertainty_score":0.4087741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08482711340155047,"score_gpt":0.4125311927779988,"score_spread":0.3277040793764484,"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."}}