{"id":"W2897170227","doi":"10.1001/jamaophthalmol.2018.3507","title":"Tractional Retinal Detachment Secondary to Diabetic Retinopathy","year":2018,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Ophthalmology; Diabetic retinopathy; Retinal detachment; Retinopathy; Retinal; Diabetes mellitus; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211224,0.0003839021,0.0003353604,0.0007511753,0.001253951,0.0006437098,0.0003875572,0.001109516,0.01034642],"category_scores_gemma":[0.001260406,0.0001853798,0.0003573426,0.0006672518,0.0003771528,0.0004433159,0.0006171386,0.00157357,0.002317355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010556,"about_ca_system_score_gemma":0.0004647887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750356,"about_ca_topic_score_gemma":0.0029605,"domain_scores_codex":[0.9997746,0.00003054699,0.00002133793,0.00002812285,0.00005340384,0.00009193154],"domain_scores_gemma":[0.9995922,0.00008332531,0.00005753749,0.00004504732,0.00002413973,0.0001976848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0005197003,0.0004164366,0.05650627,0.0001469089,0.00003717362,0.8672034,0.0001968226,0.0001022147,0.001909793,0.0005364209,0.02846422,0.04396055],"study_design_scores_gemma":[0.00009254122,0.0003614161,0.05303605,0.0001055656,0.00002863257,0.934427,0.000231989,0.0003884647,0.0004726261,0.0005279016,0.0103105,0.0000172627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644773,0.007277837,0.00124258,0.009809977,0.002105158,0.0001453889,0.0004120708,0.0004278164,0.1141019],"genre_scores_gemma":[0.9781675,0.002078185,0.0003369392,0.001773068,0.001009471,0.00001669226,0.0002263963,0.00002017354,0.01637155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034642,"threshold_uncertainty_score":0.03461218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020153329802998,"score_gpt":0.3227908851056402,"score_spread":0.3025893518076102,"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."}}