{"id":"W2551657707","doi":"10.15836/ccar2016.399","title":"New predictor of mortality in patients with acute heart failure","year":2016,"lang":"en","type":"article","venue":"Cardiologia Croatica","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Heart failure; Medicine; Internal medicine; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004753876,0.0004909432,0.0007031186,0.001130938,0.0005807354,0.001087761,0.0005116182,0.001004799,0.002764629],"category_scores_gemma":[0.002096051,0.0002856745,0.0007722272,0.001178541,0.0003305549,0.000619474,0.0005192939,0.001840057,0.0004263245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647217,"about_ca_system_score_gemma":0.0006129479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632278,"about_ca_topic_score_gemma":0.002081203,"domain_scores_codex":[0.9996105,0.00009837167,0.00005350487,0.00006310009,0.00009320752,0.0000813615],"domain_scores_gemma":[0.9981714,0.000543219,0.00046143,0.0001053391,0.0002449762,0.0004735249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133874,0.00004785951,0.9986202,0.000007734156,0.00004652787,0.0001089564,0.00001203062,0.00002545824,0.00008835688,0.00001842516,0.0001070275,0.0007835317],"study_design_scores_gemma":[0.00001636797,0.00007908088,0.99839,0.00001012555,0.00007697291,0.000457012,0.000140201,0.0004573076,0.0000481365,0.00008911378,0.0002290626,0.000006617604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941921,0.002013112,0.0003041658,0.0004012589,0.0001425742,0.00001119097,0.0005930652,0.00001445321,0.002328097],"genre_scores_gemma":[0.9982443,0.0004011555,0.0002398974,0.00005037402,0.0002323489,0.000009708555,0.000526269,0.000004656559,0.0002912559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002764629,"threshold_uncertainty_score":0.009248674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007171201882109212,"score_gpt":0.234812677152885,"score_spread":0.2276414752707758,"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."}}