{"id":"W4306255304","doi":"10.1093/eurheartj/ehac544.870","title":"History of stroke in patients with heart failure: prevalence, baseline characteristics and clinical outcomes","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Stroke (engine); Heart failure; Internal medicine; Cardiology; Ejection fraction; Atrial fibrillation; Heart failure with preserved ejection fraction; Stroke volume; Comorbidity; Coronary artery disease; Diabetes mellitus","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":[0.0008754636,0.0001916192,0.000435801,0.000991435,0.0003215883,0.0006246848,0.0002188991,0.0003989805,0.001378622],"category_scores_gemma":[0.001599649,0.0001367874,0.0005042838,0.001359444,0.0001891248,0.0004213648,0.0003447283,0.0004333518,0.0001647731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950531,"about_ca_system_score_gemma":0.0002724542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857861,"about_ca_topic_score_gemma":0.002182059,"domain_scores_codex":[0.9994103,0.0001723486,0.0001096322,0.0001256097,0.0001097133,0.00007247456],"domain_scores_gemma":[0.9985693,0.0002209413,0.0007564264,0.0000637999,0.0001390451,0.0002505229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230902,0.00003445293,0.9985845,0.0000210082,0.0001118347,0.00001881113,0.00001165046,0.00002530365,0.00002753429,0.000007734493,0.0001286912,0.0009053999],"study_design_scores_gemma":[0.00001634664,0.0001061349,0.9993309,0.00001423965,0.00005080082,0.0001223761,0.00005173603,0.0001502971,0.00001881325,0.00002688331,0.0001078764,0.000003537087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959015,0.001564989,0.0001239131,0.0001288866,0.00001779942,0.00002001684,0.001651974,0.00000530982,0.0005855026],"genre_scores_gemma":[0.9984042,0.0002874865,0.00006688045,0.00004219288,0.0000408491,0.00002173644,0.001058075,9.405202e-7,0.00007755287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001857861,"threshold_uncertainty_score":0.00462991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497008697281362,"score_gpt":0.2747558471543359,"score_spread":0.2497857601815223,"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."}}