{"id":"W4291124932","doi":"10.1002/ehf2.14036","title":"Increased Serum S100A12 Levels are Associated with Higher Risk of Acute Heart Failure in Patients with Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Ministère des Affaires Sociales et de la Santé; Centre Hospitalier Universitaire de Poitiers; ASELSAN; Direction de l’hospitalisation et de l’offre de Soins; Institut de Cardiologie de Montréal; Institut National de la Santé et de la Recherche Médicale","keywords":"Medicine; Heart failure; Type 2 diabetes; Diabetes mellitus; Internal medicine; Cardiology; Intensive care medicine; Endocrinology","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":[0.000211964,0.0002343224,0.0003351647,0.00007715073,0.0001554799,0.00001879189,0.0001685668,0.0001431793,0.0003111715],"category_scores_gemma":[0.00004882378,0.0001905101,0.00007493898,0.0004085742,0.00007180274,0.00001119613,0.0001520522,0.0003158969,0.000005435428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003862652,"about_ca_system_score_gemma":0.0001239605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007797484,"about_ca_topic_score_gemma":0.0003695629,"domain_scores_codex":[0.9984251,0.0002391692,0.0002156705,0.000407666,0.0003250841,0.0003873458],"domain_scores_gemma":[0.9991599,0.00002062117,0.0001708496,0.0003805713,0.0001708197,0.00009725466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001888332,0.000272819,0.9659432,0.00001252256,0.0002456111,0.000003246098,0.00002667238,0.00008351007,0.02313655,0.000003911145,0.01006146,0.00002169966],"study_design_scores_gemma":[0.002277149,0.001855009,0.9322343,0.00005963244,0.00006362536,0.00000119177,0.00008344989,0.000008095162,0.02192305,0.000008089882,0.04117391,0.0003124994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980155,0.00007439921,0.000002304812,0.0007404568,0.000059105,0.0003611576,0.0007009356,0.00002103545,0.00002506646],"genre_scores_gemma":[0.9981428,0.000001551233,0.000677371,0.0003879998,0.00005182288,0.00005194955,0.0004136171,0.00004821915,0.0002246536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03370887,"threshold_uncertainty_score":0.7768776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004903097536737578,"score_gpt":0.1972263790977612,"score_spread":0.1923232815610237,"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."}}