{"id":"W4415329879","doi":"10.14740/cr2117","title":"Evaluation of a Point-of-Care N-Terminal Pro-Brain Natriuretic Peptide Assay for Heart Failure Management","year":2025,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Natriuretic peptide; Management of heart failure; Warrant; Sampling (signal processing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007633386,0.0001278105,0.0005978996,0.0006453041,0.00008664225,0.000007183908,0.0001299107,0.0001410114,0.00004808577],"category_scores_gemma":[0.0009537314,0.0001071075,0.0002451328,0.0004492073,0.000244109,0.00003401668,0.0001501736,0.0002064088,0.00001493596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605547,"about_ca_system_score_gemma":0.0003693768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007436668,"about_ca_topic_score_gemma":0.000009372144,"domain_scores_codex":[0.9971463,0.0009221185,0.0003265501,0.0003681389,0.000837252,0.0003996024],"domain_scores_gemma":[0.9972172,0.0004666205,0.00004203086,0.0005021589,0.001705851,0.00006612769],"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":[0.002077722,0.0004211535,0.07583466,0.009077557,0.004994895,0.0001677256,0.001184745,0.000132909,0.00977637,0.01713226,0.7944932,0.08470681],"study_design_scores_gemma":[0.02836016,0.008150834,0.1370073,0.002722656,0.007194324,0.000146584,0.01883956,0.001987911,0.02140576,0.008735844,0.7648682,0.0005808483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7479517,0.00772458,0.006716039,0.1006406,0.0007027311,0.03223161,0.00008041057,0.0001455656,0.1038068],"genre_scores_gemma":[0.9901735,0.00002314525,0.005143777,0.00009284299,0.0000887541,0.001100838,0.00008062176,0.00001400741,0.003282544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422218,"threshold_uncertainty_score":0.4367719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07406732287123642,"score_gpt":0.4359764174912993,"score_spread":0.3619090946200629,"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."}}