{"id":"W3005213137","doi":"10.1016/j.jchf.2019.11.005","title":"Distinct Pathological Pathways in Patients With Heart Failure and Diabetes","year":2020,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; University of Alberta","funders":"Abbott Vascular; Merck Sharp and Dohme; Servier; Johnson and Johnson; Biotronik; Cytokinetics; Amgen; Boehringer Ingelheim; Medtronic; Roche; Novartis; European Commission; Sanofi; GlaxoSmithKline; Merck; Medical Research Council; Bayer; AstraZeneca; Pfizer","keywords":"Medicine; Heart failure; Diabetes mellitus; Pathological; Cardiology; Critical pathways; Internal medicine; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005064107,0.0004693198,0.0006965924,0.001093172,0.0003956544,0.001398095,0.0004026589,0.0007306841,0.001360259],"category_scores_gemma":[0.001515446,0.0002258666,0.0006351186,0.001099383,0.0004218352,0.0005708386,0.0007132249,0.0007394894,0.0001791834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567897,"about_ca_system_score_gemma":0.0004666027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943657,"about_ca_topic_score_gemma":0.002564286,"domain_scores_codex":[0.9995615,0.00009807712,0.00004858314,0.0001080746,0.00006428277,0.0001195299],"domain_scores_gemma":[0.9994125,0.0001101726,0.0002544242,0.00003442827,0.00007038265,0.0001179601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372683,0.00008529443,0.9855896,0.00005119787,0.0002701495,0.0004984909,0.000129889,0.0001236557,0.002020176,0.0005298898,0.000356207,0.008972652],"study_design_scores_gemma":[0.00004413742,0.0001230197,0.9961712,0.00004048493,0.0001314912,0.0008185676,0.0003146075,0.0003106805,0.0002705326,0.001122959,0.0006389795,0.00001339191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928388,0.003464595,0.0003202692,0.0005071927,0.0000549837,0.00001801041,0.0004949902,0.0000100528,0.002291168],"genre_scores_gemma":[0.9975872,0.0008258114,0.0003228054,0.0002690394,0.00007241801,0.00001499733,0.0005622341,0.000003778883,0.0003418212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001943657,"threshold_uncertainty_score":0.004550576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008768793876149969,"score_gpt":0.2011481041279938,"score_spread":0.1923793102518438,"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."}}