{"id":"W4294597778","doi":"10.1016/j.nephro.2022.07.180","title":"Effet d’empagliflozine sur le changement (aggravation/amélioration) de groupe de risque d’IRC selon KDIGO : évalué dans EMPA-REG-OUTCOME","year":2022,"lang":"fr","type":"article","venue":"Néphrologie & Thérapeutique","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"EMPA; Medicine; Gynecology; Chemistry","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":[0.002189766,0.0005279246,0.002028652,0.0004077043,0.0001548642,0.0005058098,0.0002548509,0.0007813728,0.002909524],"category_scores_gemma":[0.001822807,0.0002627932,0.002608883,0.0003519664,0.0003192258,0.0005327477,0.0003463076,0.00107689,0.0003571958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913015,"about_ca_system_score_gemma":0.000542234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009152213,"about_ca_topic_score_gemma":0.001219078,"domain_scores_codex":[0.9989144,0.000506082,0.0001148327,0.0001639034,0.0001682474,0.0001326075],"domain_scores_gemma":[0.9989738,0.0004300628,0.0001931607,0.0001192295,0.0001085752,0.00017515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8659833,0.005443033,0.01781237,0.0008880429,0.004316021,0.00006302751,0.000125045,0.001197128,0.01021913,0.0001113875,0.0006557395,0.09318582],"study_design_scores_gemma":[0.2117294,0.5314638,0.2324283,0.0002210958,0.007620929,0.000242371,0.000140411,0.001935317,0.00762815,0.0004323735,0.006058181,0.00009962114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874858,0.008406253,0.0005894733,0.0001706427,0.00009471214,0.0006307919,0.0009062581,0.00003229765,0.001683717],"genre_scores_gemma":[0.9924648,0.001918799,0.0007371784,0.0002528466,0.00009134201,0.0009553136,0.001196546,0.00001151885,0.002371819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002909524,"threshold_uncertainty_score":0.01158077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04556939750148932,"score_gpt":0.3071235698442708,"score_spread":0.2615541723427815,"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."}}