{"id":"W4392519248","doi":"10.1016/j.bjae.2024.02.003","title":"Heart failure with preserved ejection fraction: implications for anaesthesia","year":2024,"lang":"en","type":"review","venue":"BJA Education","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oxford University Hospitals NHS Foundation Trust; University of Oxford","keywords":"Medicine; Ejection fraction; Anesthesia; Heart failure; Fraction (chemistry); Cardiology","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":[0.001452357,0.0006458804,0.0008277016,0.000681931,0.000994612,0.00262484,0.001338013,0.005853875,0.02603741],"category_scores_gemma":[0.01356933,0.0002513056,0.001051589,0.000351581,0.001514758,0.004968703,0.001570334,0.009533844,0.008121624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748902,"about_ca_system_score_gemma":0.002935361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531602,"about_ca_topic_score_gemma":0.002246071,"domain_scores_codex":[0.9991134,0.0002481539,0.0001329842,0.0001065973,0.0002523737,0.0001464785],"domain_scores_gemma":[0.992835,0.002536714,0.0008275597,0.0002091183,0.002049542,0.001542044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001742815,0.0001513112,0.005463392,0.001869578,0.00006532118,0.006172356,0.0003956427,0.0003765608,0.0003852397,0.01346419,0.7165077,0.2549745],"study_design_scores_gemma":[0.0002051856,0.000422692,0.01885194,0.01623128,0.0001369715,0.05171337,0.00342912,0.0009012914,0.0003716959,0.09588321,0.8116128,0.0002405942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002508833,0.08713101,0.001501657,0.8330239,0.05209338,0.00007199511,0.0002523498,0.0001098603,0.02330712],"genre_scores_gemma":[0.06244713,0.3110434,0.00563015,0.3140405,0.2878243,0.0003268872,0.0005246684,0.0001039699,0.01805904],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02603741,"threshold_uncertainty_score":0.08710384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915249600164314,"score_gpt":0.3898116462279167,"score_spread":0.3306591502262736,"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."}}