{"id":"W4382011000","doi":"10.1093/eurheartj/ehad338","title":"Stroke in patients with heart failure and reduced or preserved ejection fraction","year":2023,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"China Scholarship Council; British Heart Foundation","keywords":"Medicine; Ejection fraction; Cardiology; Heart failure; Internal medicine; Stroke (engine); Stroke volume","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":[0.005571079,0.0008755078,0.003792331,0.00130441,0.000304453,0.00122405,0.0005385132,0.001057293,0.001175464],"category_scores_gemma":[0.007013967,0.0004820583,0.01120184,0.00148115,0.0003472023,0.00049695,0.0005372218,0.001099453,0.00008976345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343288,"about_ca_system_score_gemma":0.0004453948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853972,"about_ca_topic_score_gemma":0.005258263,"domain_scores_codex":[0.9966961,0.001753487,0.0005925805,0.000529241,0.0003090146,0.0001196232],"domain_scores_gemma":[0.9961764,0.002306214,0.0009488846,0.0002738,0.0001949845,0.00009978096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02333141,0.0001670501,0.3078621,0.02901924,0.5802606,0.0002844378,0.00009825894,0.001372424,0.0008182457,0.0003651908,0.002266747,0.05415441],"study_design_scores_gemma":[0.007394087,0.003255833,0.4176256,0.005204546,0.5573223,0.000778096,0.0001353586,0.001343906,0.0006575123,0.001373346,0.004839694,0.00006960598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.229504,0.7648374,0.0009298771,0.001039174,0.0005781568,0.000126524,0.001419341,0.00003735662,0.001528096],"genre_scores_gemma":[0.9119685,0.08433919,0.0005579737,0.0009828493,0.0007329964,0.00009532931,0.001040534,0.000007662157,0.0002749615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005571079,"threshold_uncertainty_score":0.02946305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201693361472268,"score_gpt":0.3410681136880565,"score_spread":0.2590511800733338,"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."}}