{"id":"W2596885499","doi":"10.1042/cs20160196","title":"Advances in heart failure: a review of biomarkers, emerging pharmacological therapies, durable mechanical support and telemonitoring","year":2017,"lang":"en","type":"review","venue":"Clinical Science","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Copeptin; Heart failure; Medicine; Context (archaeology); Intensive care medicine; Clinical trial; Bioinformatics; Cardiology; Internal medicine","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":[0.0009425729,0.0009128563,0.001524315,0.003973902,0.0003341429,0.001220978,0.0006888309,0.001158299,0.00464494],"category_scores_gemma":[0.001709494,0.0003174141,0.0008747135,0.003240049,0.0004290608,0.001741461,0.0007314131,0.001730145,0.0013901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797066,"about_ca_system_score_gemma":0.001841192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254872,"about_ca_topic_score_gemma":0.002304655,"domain_scores_codex":[0.9995975,0.00007748755,0.0001071534,0.00005646674,0.0001340432,0.00002743361],"domain_scores_gemma":[0.9989288,0.000673904,0.000126298,0.00001861377,0.0002016575,0.00005066303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007560795,0.00008954209,0.0002706641,0.05654216,0.0001873918,0.0002274063,0.0001441829,0.000272878,0.0010094,0.003618145,0.03373359,0.9038289],"study_design_scores_gemma":[0.00001925234,0.0001337698,0.001197071,0.0180399,0.0002964114,0.001390666,0.0001207137,0.00009640043,0.0002608821,0.002025191,0.9763898,0.00002994102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007100477,0.9988558,0.00008435451,0.000332606,0.0001737461,0.000004955559,0.00002075675,0.000004258836,0.0004524778],"genre_scores_gemma":[0.0003344339,0.9989302,0.0001713246,0.0001807083,0.0001855507,0.000005479448,0.00002245856,9.725538e-7,0.0001688166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00464494,"threshold_uncertainty_score":0.01553881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523706866964008,"score_gpt":0.5042868668496239,"score_spread":0.3519161801532231,"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."}}