{"id":"W2045703653","doi":"10.1007/s10741-014-9443-x","title":"Incremental predictive value of natriuretic peptides for prognosis in the chronic stable heart failure population: a systematic review","year":2014,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Medicine; Population; Heart failure; Systematic review; Predictive value; Internal medicine; Meta-analysis; MEDLINE; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005964152,0.001129643,0.01057169,0.0004361832,0.0001658406,0.00006515759,0.0004718456,0.0004202556,0.0001387137],"category_scores_gemma":[0.000986632,0.0006406512,0.002773071,0.001275297,0.00009929868,0.0001737773,0.0001302419,0.0006882127,0.0001979819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587684,"about_ca_system_score_gemma":0.0004481078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007858068,"about_ca_topic_score_gemma":0.0001815148,"domain_scores_codex":[0.9909136,0.002493182,0.003868927,0.0009779591,0.000951285,0.0007951049],"domain_scores_gemma":[0.9958873,0.0007606081,0.001412834,0.001544901,0.0001905766,0.0002037444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007097136,0.0002093276,0.00007375958,0.8617162,0.0003656081,0.000004310151,0.00004317899,2.419617e-7,4.846949e-7,0.0002640994,0.1333592,0.003956538],"study_design_scores_gemma":[0.0003906507,0.0005343355,0.000007683667,0.4481737,0.008738134,0.0001453797,0.00002585074,0.000007088502,4.80237e-7,0.000008458427,0.5417131,0.0002552039],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001850258,0.9346503,0.00005137361,0.005424634,0.00009979794,0.05957976,0.00006523416,0.00006369763,0.00006336242],"genre_scores_gemma":[0.0000693959,0.9701934,0.00767696,0.0007014887,0.0003906832,0.0199426,0.0006820641,0.0001247442,0.0002186054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4135425,"threshold_uncertainty_score":0.9996045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381732908316644,"score_gpt":0.3425562209210927,"score_spread":0.3043829300894283,"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."}}