{"id":"W3135693339","doi":"","title":"Associations between Allopurinol and Cardiovascular and Renal Outcomes in Diabetes","year":2020,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Insulet Corporation; University of Toronto; Ontario Ministry of Health and Long-Term Care; Diabetes Canada","keywords":"Allopurinol; Diabetes mellitus; Medicine; Internal medicine; Intensive care medicine; Cardiology; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002005319,0.0002725339,0.001065031,0.0001609935,0.00005687245,0.00002820743,0.00006725461,0.0003537997,0.00001869561],"category_scores_gemma":[0.0004313883,0.0002587128,0.0001746309,0.0001922023,0.00002721968,0.00004774443,0.00004075011,0.0005291668,0.00001404437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007885214,"about_ca_system_score_gemma":0.00009347529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895523,"about_ca_topic_score_gemma":0.00006811551,"domain_scores_codex":[0.998537,0.0000613331,0.0002793869,0.0004374726,0.0004181764,0.0002666372],"domain_scores_gemma":[0.9992428,0.0001467352,0.0001183259,0.0002749201,0.00005349905,0.0001636592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001257759,0.00002905514,0.9872395,0.0002770243,0.002167352,0.00004871696,0.006319722,0.000001153162,0.0006136402,0.00002004344,0.0005528199,0.002718362],"study_design_scores_gemma":[0.001135782,0.00007021082,0.9910396,0.00014795,0.00168917,0.000001930655,0.001208752,0.00001164724,0.0008697825,0.0000340303,0.003537871,0.0002532149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880252,0.004895877,0.000004174267,0.001405458,0.00008806794,0.0005061105,0.00003305684,0.00006920416,0.004972864],"genre_scores_gemma":[0.9908462,0.0004896826,0.0005462811,0.0001612889,0.0002298547,0.0000439851,0.001269171,0.00006997953,0.006343615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00511097,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071513262182779,"score_gpt":0.30471873016041,"score_spread":0.2840035975385822,"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."}}