{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02859774,0.001688467,0.002086071,0.001120434,0.002252278,0.001684223,0.002019645,0.001132998,0.008185103],"category_scores_gemma":[0.06040271,0.0006693549,0.004459448,0.001845674,0.0009603048,0.0007638868,0.001442891,0.001900219,0.001696321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007504606,"about_ca_system_score_gemma":0.002833059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008036487,"about_ca_topic_score_gemma":0.00834172,"domain_scores_codex":[0.9784008,0.0107837,0.001826021,0.004797093,0.0030762,0.001116174],"domain_scores_gemma":[0.9509814,0.008586134,0.003045934,0.03003099,0.006247188,0.001108402],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01888581,0.001087429,0.7385802,0.003579437,0.02673471,0.004504897,0.001944717,0.002416441,0.03863688,0.006670727,0.05004794,0.1069109],"study_design_scores_gemma":[0.008676033,0.007683148,0.8183964,0.001101147,0.02108552,0.01014476,0.000823843,0.006471474,0.0157894,0.01740167,0.09215458,0.0002720435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7227226,0.0197597,0.1653941,0.003612453,0.005717658,0.008103122,0.05250155,0.002051607,0.02013707],"genre_scores_gemma":[0.9477976,0.0009868349,0.02802809,0.001708391,0.0004947302,0.003069527,0.01180973,0.0004279342,0.00567715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9714023,"threshold_uncertainty_score":0.1512411,"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."}}