{"id":"W2985988153","doi":"10.1126/science.aaz4400","title":"Microbes and genes in heart failure","year":2019,"lang":"en","type":"letter","venue":"Science","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Heart failure; Gene; Biology; Computational biology; Genetics; Medicine; Cardiology","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":[0.001691605,0.0006449737,0.001165788,0.0005401372,0.002403744,0.00223832,0.0006710754,0.02336903,0.004704439],"category_scores_gemma":[0.00937339,0.0004927954,0.0006889199,0.0004164988,0.00272068,0.002434842,0.00139004,0.01940212,0.002392242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720219,"about_ca_system_score_gemma":0.001264224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477948,"about_ca_topic_score_gemma":0.002347892,"domain_scores_codex":[0.9988297,0.00053288,0.0001236195,0.0001432294,0.0002132296,0.0001573354],"domain_scores_gemma":[0.9960621,0.002594485,0.0002444052,0.0001736682,0.0003136339,0.0006118196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005454043,0.0001265773,0.007202932,0.0001723369,0.000105763,0.01368974,0.0003896284,0.0001369222,0.001613516,0.009717988,0.9307067,0.03559257],"study_design_scores_gemma":[0.00137065,0.0004535599,0.01559468,0.001030905,0.0002345322,0.01739352,0.00171512,0.001611139,0.001073018,0.07696688,0.8823977,0.0001581908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002223132,0.006879079,0.00009356943,0.962914,0.02511633,0.000007697981,0.00002999934,0.00001663013,0.002719671],"genre_scores_gemma":[0.03114558,0.006513058,0.0002298906,0.7322947,0.2238855,0.00004102828,0.00003452497,0.00002153944,0.005834193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02336903,"threshold_uncertainty_score":0.01573795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052976905607548,"score_gpt":0.3167156943884078,"score_spread":0.2961859253323323,"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."}}