{"id":"W4323306267","doi":"10.7326/j23-0005","title":"In adults with acute HF, high-intensity care vs. usual care reduced a composite of death or HF readmission at 180 d","year":2023,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tolerability; Heart failure; Guideline; Internal medicine; Intensive care medicine; Adverse effect","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":[0.003039033,0.0003138593,0.001379593,0.000257189,0.000435346,0.0009211045,0.0004473719,0.004277563,0.01691495],"category_scores_gemma":[0.01745309,0.0002515743,0.00181986,0.0005396619,0.0003525045,0.000733286,0.000358498,0.002591408,0.001303568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008284647,"about_ca_system_score_gemma":0.001179002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127001,"about_ca_topic_score_gemma":0.01150289,"domain_scores_codex":[0.9983645,0.0009847855,0.0001870006,0.0001745116,0.0001506667,0.0001385418],"domain_scores_gemma":[0.9943886,0.004152744,0.0005628766,0.0001293291,0.00031716,0.0004491874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3797219,0.002642576,0.03324024,0.01132086,0.006034018,0.0008157381,0.0007320088,0.0008762978,0.001901842,0.002344728,0.2500916,0.3102782],"study_design_scores_gemma":[0.4991657,0.04101045,0.2895389,0.009467637,0.01582103,0.00104228,0.0009294668,0.003278903,0.00183725,0.009250324,0.1284349,0.0002232991],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4140229,0.1327867,0.001331688,0.33153,0.02910313,0.001274592,0.01206524,0.0002266585,0.0776592],"genre_scores_gemma":[0.8004634,0.0207312,0.001682119,0.1449643,0.0152447,0.0007144896,0.001538844,0.00004407225,0.01461699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691495,"threshold_uncertainty_score":0.05658609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03963286584799934,"score_gpt":0.3375340854318173,"score_spread":0.297901219583818,"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."}}