{"id":"W4361294918","doi":"10.1056/nejmc2301251","title":"Trial of an Intervention to Improve Acute Heart Failure Outcomes","year":2023,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Heart failure; Medicine; Intervention (counseling); Cardiology; Internal medicine; Intensive care medicine; Nursing","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":[0.005219692,0.0009486606,0.002208314,0.0003308509,0.001273287,0.001528375,0.001308768,0.01196034,0.0144878],"category_scores_gemma":[0.01580103,0.0005442553,0.002177773,0.0003807265,0.001466219,0.001763764,0.001131006,0.007984164,0.002242214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729356,"about_ca_system_score_gemma":0.002791103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736947,"about_ca_topic_score_gemma":0.005440181,"domain_scores_codex":[0.9961979,0.002449343,0.000318793,0.0004113594,0.0002775555,0.0003451602],"domain_scores_gemma":[0.9892586,0.006691459,0.0008640566,0.0003966445,0.0004515735,0.002337681],"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":[0.7905107,0.01341473,0.005756039,0.001830211,0.005212627,0.0007475632,0.0001880692,0.0006561964,0.00132266,0.003381065,0.104384,0.07259622],"study_design_scores_gemma":[0.9344013,0.02786539,0.007101086,0.0006590679,0.002427512,0.0001371215,0.0001024831,0.0007821802,0.0004361569,0.003360109,0.02267162,0.0000560271],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3104408,0.02567986,0.002437829,0.5113645,0.07768781,0.005824308,0.007314263,0.0006081543,0.05864238],"genre_scores_gemma":[0.6346483,0.00502507,0.005290551,0.2975913,0.03008742,0.008638537,0.002260475,0.00008185324,0.01637658],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0144878,"threshold_uncertainty_score":0.0484665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442929094171098,"score_gpt":0.3309039604223123,"score_spread":0.3064746694806014,"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."}}