{"id":"W4308370081","doi":"10.1056/nejmoa2211680","title":"Trial of an Intervention to Improve Acute Heart Failure Outcomes","year":2022,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Toronto General Hospital; Toronto Western Hospital; Ottawa Hospital; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; London Health Sciences Centre; University of Toronto; Western University; University of Ottawa; Thunder Bay Regional Health Sciences Centre; St Joseph's Health Care; Southlake Regional Health Center; William Osler Health System; Ted Rogers Centre for Heart Research","funders":"Institute of Circulatory and Respiratory Health; Ontario SPOR SUPPORT Unit","keywords":"Heart failure; Medicine; Intervention (counseling); Intensive care medicine; Cardiology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005967387,0.001327628,0.002495831,0.0005766331,0.0007115144,0.001310804,0.001033858,0.00305834,0.006920217],"category_scores_gemma":[0.01271563,0.0005249865,0.002395478,0.0005452956,0.001475642,0.000928798,0.0009015653,0.00250855,0.0006391585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846328,"about_ca_system_score_gemma":0.005403535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005569785,"about_ca_topic_score_gemma":0.004789977,"domain_scores_codex":[0.9939333,0.003994438,0.0004282951,0.0008607009,0.0004006687,0.0003824887],"domain_scores_gemma":[0.9933608,0.003077797,0.001374939,0.0005025278,0.0005004536,0.0011835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9580939,0.008082005,0.001330586,0.001976654,0.002867718,0.00003938471,0.00008571964,0.0006893937,0.0005405133,0.0004454708,0.00160115,0.02424766],"study_design_scores_gemma":[0.9604877,0.03435609,0.002270833,0.0001825548,0.001017207,0.00001482194,0.00001474659,0.0005226876,0.0001295029,0.000261742,0.000731865,0.00001030466],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938063,0.01598898,0.004350528,0.00694652,0.005324888,0.01901884,0.001932029,0.0005038143,0.007871299],"genre_scores_gemma":[0.9694595,0.00314269,0.007003912,0.002943045,0.001231815,0.0135375,0.0008588188,0.00002297079,0.001799765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006920217,"threshold_uncertainty_score":0.03155899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652110691650832,"score_gpt":0.3203707604929045,"score_spread":0.3038496535763962,"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."}}