{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000545839,0.0001823393,0.0002373156,0.001620078,0.0003456672,0.0007974257,0.000194705,0.0002314775,0.006397432],"category_scores_gemma":[0.001520981,0.0002017763,0.0003128329,0.0009632779,0.0003038418,0.0003185044,0.0003612059,0.0004163414,0.001365034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004908003,"about_ca_system_score_gemma":0.0007592345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728185,"about_ca_topic_score_gemma":0.003680773,"domain_scores_codex":[0.9994923,0.00009346868,0.00008300776,0.0001001483,0.000132164,0.00009885931],"domain_scores_gemma":[0.9991596,0.0001795842,0.0003266714,0.00004533967,0.0001705364,0.0001181745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002323564,0.0001432247,0.9564051,0.0001036856,0.00003309429,0.0004101204,0.0006487401,0.00008913909,0.001082067,0.0004243663,0.001411129,0.03901701],"study_design_scores_gemma":[0.00002157917,0.0002619316,0.9908601,0.00005320307,0.00003540403,0.001755167,0.0007560502,0.0002114869,0.0005127807,0.0003692763,0.005147016,0.00001581878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847446,0.002992224,0.00187565,0.0003920999,0.00007014246,0.0001989032,0.002791999,0.00001371216,0.006920549],"genre_scores_gemma":[0.9907312,0.00136588,0.003139606,0.0001115691,0.00009360303,0.0002160623,0.0015758,0.000007338229,0.002758938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006397432,"threshold_uncertainty_score":0.02140152,"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."}}