{"id":"W2051228418","doi":"10.1167/iovs.11-8068","title":"Replication Analysis for Severe Diabetic Retinopathy","year":2012,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Eye Institute; Centers for Disease Control and Prevention; Illinois Society for the Prevention of Blindness; National Institutes of Health; National Human Genome Research Institute; OneSight; Johns Hopkins University; U.S. National Library of Medicine; Research to Prevent Blindness","keywords":"Genome-wide association study; Single-nucleotide polymorphism; Diabetic retinopathy; SNP; Medicine; Diabetes mellitus; Retinopathy; Cohort; Genetic association; Internal medicine; Oncology; Genetics; Genotype; Biology; Endocrinology; Gene","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":[0.0006251504,0.0001528359,0.0002954749,0.0002271301,0.0002645738,0.00001956859,0.0001585746,0.00006577124,0.0001056334],"category_scores_gemma":[0.001124352,0.0001209688,0.0001503951,0.001538641,0.001478102,0.0002493416,0.00006677568,0.00007890688,0.00005247663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374924,"about_ca_system_score_gemma":0.0001801587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002899248,"about_ca_topic_score_gemma":1.981242e-7,"domain_scores_codex":[0.9983541,0.00006482771,0.0002186047,0.0005509061,0.0003006305,0.0005109788],"domain_scores_gemma":[0.9984602,0.0001241768,0.0001450412,0.0004462218,0.0002506742,0.0005736745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005976398,0.0002643823,0.9147385,0.00001729645,0.000130794,0.0000138056,0.0002247398,0.000002996878,0.08402726,0.0002379187,0.00002255447,0.0002600301],"study_design_scores_gemma":[0.0003535639,0.0006659563,0.9372209,0.00001778062,0.0006672278,0.000131904,0.00007957996,0.000337121,0.05907556,0.001291413,0.00003942991,0.0001195558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968536,0.0001586885,0.00001885583,0.0004451748,0.0001049868,0.0005471817,0.00001943064,0.00003058066,0.001821512],"genre_scores_gemma":[0.9967196,0.000002297913,0.002249236,0.0002857493,0.00007962096,0.0001669713,0.00005962743,0.00001033681,0.0004265636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02495171,"threshold_uncertainty_score":0.5446126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05644115931365008,"score_gpt":0.3830445258672144,"score_spread":0.3266033665535643,"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."}}