{"id":"W2953451576","doi":"10.1002/ejhf.1535","title":"Insulin Treatment and Clinical Outcomes in Patients with Diabetes and Heart Failure with Preserved Ejection Fraction","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Western University","funders":"British Heart Foundation","keywords":"Medicine; Heart failure; Ejection fraction; Diabetes mellitus; Internal medicine; Cardiology; Insulin; Endocrinology","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":[0.0005037978,0.0001591006,0.0005272973,0.0001592471,0.00004291303,0.00003517942,0.00002333714,0.00004489121,0.00004396534],"category_scores_gemma":[0.00005341529,0.00008819595,0.0001457181,0.0001090753,0.00005085113,0.0002096365,0.00001603728,0.000355339,0.00001832008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004980246,"about_ca_system_score_gemma":0.00004075897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008637601,"about_ca_topic_score_gemma":0.00002716509,"domain_scores_codex":[0.9986733,0.0003621186,0.0003664581,0.000197084,0.0002589157,0.0001420815],"domain_scores_gemma":[0.9992917,0.00007324062,0.0001477413,0.0001768292,0.0001397502,0.0001707458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000638428,0.0002431814,0.9970585,0.00001881223,0.0003295531,0.00001313469,0.00004324176,0.00001387883,0.00006262588,2.78114e-7,0.0008997713,0.0006786368],"study_design_scores_gemma":[0.009943116,0.005472555,0.9293408,0.0001634249,0.0001628618,0.00005139898,0.0002205491,0.000007104601,0.00003930592,3.688945e-7,0.05450377,0.00009477336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974997,0.0001052264,0.00001450569,0.001874682,0.0001236025,0.0003332623,0.000002097194,0.00001315413,0.00003374428],"genre_scores_gemma":[0.9978423,0.00004179326,0.001739162,0.0001480886,0.0001057061,7.027542e-7,0.000005922038,0.00002793979,0.0000883529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06771769,"threshold_uncertainty_score":0.3596526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026246056422389,"score_gpt":0.2398076371475548,"score_spread":0.2295451765833309,"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."}}