{"id":"W3132853681","doi":"10.31928/1608-635x-2020.6.4146","title":"Клініко-функціональна характеристика госпіталізованих хворих із серцевою недостатністю у повсякденній клінічній практиці","year":2021,"lang":"en","type":"article","venue":"Ukrainian Journal of Cardiology","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ejection fraction; Medicine; Heart failure; Internal medicine; Atrial fibrillation; Cardiology; Ventricle; Coronary artery disease; Stage (stratigraphy); Comorbidity; Canadian Cardiovascular Society; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004494521,0.0005072785,0.002685874,0.000586605,0.0002306373,0.00006373676,0.0004051435,0.0008028474,0.0006994023],"category_scores_gemma":[0.002542107,0.0004254489,0.001072871,0.0008092107,0.0002760432,0.0002450061,0.0001230087,0.001912686,0.0001683728],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004440049,"about_ca_system_score_gemma":0.007367522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039029,"about_ca_topic_score_gemma":0.00004705469,"domain_scores_codex":[0.992963,0.001673396,0.002419712,0.0006297521,0.0009589556,0.001355243],"domain_scores_gemma":[0.993379,0.0005578197,0.0009537088,0.001027206,0.002290039,0.001792235],"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":[0.00314416,0.0008933599,0.1517394,0.004883942,0.007867308,0.0804381,0.02762144,0.000346423,0.01571722,0.01176293,0.2322803,0.4633055],"study_design_scores_gemma":[0.003401224,0.001568521,0.03137055,0.0004427938,0.0002050355,0.04802784,0.001277531,0.00002500299,0.0002664032,0.0002878788,0.9127602,0.0003670154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7658911,0.01877012,0.003791303,0.0841727,0.01077398,0.001072376,0.0001375208,0.000216298,0.1151746],"genre_scores_gemma":[0.9780665,0.001285395,0.002616539,0.007293513,0.008481197,0.00001369465,0.00004423184,0.0001109303,0.002088014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6804799,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04742125194220803,"score_gpt":0.3592287738203883,"score_spread":0.3118075218781803,"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."}}