{"id":"W3127398127","doi":"10.1016/j.jacbts.2020.10.005","title":"DAPA-CKD","year":2021,"lang":"en","type":"article","venue":"JACC Basic to Translational Science","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"Department of Medicine, University of Toronto; Canadian Institutes of Health Research; Janssen Pharmaceuticals; AstraZeneca; Bayer; Diabetes Canada; Boehringer Ingelheim","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001686102,0.00006448529,0.00008804585,0.00009079025,0.0001030133,0.00003754232,0.00008222476,0.00001406084,0.0007267394],"category_scores_gemma":[0.00003465437,0.00005548446,0.00004319373,0.0007699116,0.00007814088,0.0001601912,0.00002181479,0.00003586846,0.0002390498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003891625,"about_ca_system_score_gemma":0.0002387254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004857483,"about_ca_topic_score_gemma":0.00001129306,"domain_scores_codex":[0.9989404,0.000005687424,0.00009851565,0.0002739537,0.0004829317,0.0001985281],"domain_scores_gemma":[0.9995327,0.00002498689,0.00001134469,0.0001646395,0.0001052949,0.0001610347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001114141,0.001092123,0.1033039,0.00008632553,0.0001295178,0.0002398209,0.001531012,0.0004760159,0.1627831,0.1811199,0.008947091,0.5401797],"study_design_scores_gemma":[0.001024045,0.0001103141,0.8302717,0.00005014283,0.00006940699,0.00001235373,0.00006106799,0.0004329878,0.02086473,0.00169788,0.145258,0.0001472926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7270845,0.0001960384,0.003461324,0.03841295,0.0003548413,0.0004361779,0.00001074673,0.00009129095,0.2299522],"genre_scores_gemma":[0.9812779,0.000004313328,0.01127629,0.002208438,0.00007198767,0.00001409095,0.00001554498,0.000004667248,0.005126745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7269678,"threshold_uncertainty_score":0.7957287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204931639784963,"score_gpt":0.2876112255182198,"score_spread":0.2671180615397235,"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."}}