{"id":"W2623625662","doi":"10.1002/ejhf.924","title":"June 2017 at a Glance: Biomarkers and Medical Treatment","year":2017,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Adrenomedullin; Neprilysin; Medicine; Heart failure; Ejection fraction; Sacubitril; Natriuretic peptide; Valsartan; Internal medicine; Biomarker; Cardiology; Bradykinin; Brain natriuretic peptide; Bioinformatics; Receptor; Biology; Blood pressure","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":[0.00124524,0.0008390525,0.0008828659,0.001071341,0.0006896421,0.003573099,0.0008195392,0.003450187,0.08972243],"category_scores_gemma":[0.005318786,0.000226989,0.0005338923,0.0006652384,0.0007606387,0.002475059,0.001505585,0.005608885,0.05816292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009224469,"about_ca_system_score_gemma":0.001549645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072899,"about_ca_topic_score_gemma":0.001976828,"domain_scores_codex":[0.999164,0.0002879418,0.00008352682,0.00009013239,0.0002984318,0.00007600839],"domain_scores_gemma":[0.9983363,0.0003202576,0.00014313,0.00009193156,0.0006859206,0.0004224184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007792206,0.00005269263,0.0003784853,0.0003480564,0.00002124837,0.0001388226,0.00002561293,0.00003320232,0.0002176486,0.002986514,0.8428599,0.1528599],"study_design_scores_gemma":[0.00002089758,0.00003639862,0.0006074872,0.001046694,0.00001237505,0.0003782539,0.00004126727,0.00003863363,0.00007153502,0.002738993,0.9949992,0.00000822192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0009326452,0.4036545,0.001776797,0.3833874,0.1098905,0.00007398894,0.001090551,0.0004551935,0.0987386],"genre_scores_gemma":[0.01158808,0.4150417,0.003267229,0.1925435,0.1902226,0.0001485736,0.002176861,0.0002847662,0.1847267],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08972243,"threshold_uncertainty_score":0.3001514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293711373348892,"score_gpt":0.2915944734835191,"score_spread":0.2686573597500301,"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."}}