{"id":"W2483497709","doi":"10.1016/j.ahj.2016.07.016","title":"Design and rationale for the Acute Congestive Heart Failure Urgent Care Evaluation: The ACUTE Study","year":2016,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Emergency department; Heart failure; Framingham Risk Score; Diagnosis code; Emergency medicine; Risk assessment; Prospective cohort study; Informed consent; Risk of mortality; Cohort study; Cohort; Intensive care medicine; Medical emergency; Internal medicine; Population; Disease","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":[0.07833702,0.0057145,0.007370516,0.00351905,0.005009975,0.006259809,0.003287358,0.005983208,0.0200257],"category_scores_gemma":[0.07429746,0.006469819,0.005260021,0.00351945,0.00687254,0.003214967,0.004092419,0.0071799,0.006137301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004017274,"about_ca_system_score_gemma":0.01192616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003568425,"about_ca_topic_score_gemma":0.004776761,"domain_scores_codex":[0.9274727,0.04959473,0.008929072,0.00616326,0.005182218,0.002658096],"domain_scores_gemma":[0.977526,0.009301253,0.002971439,0.003067149,0.004706854,0.002427282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.568361,0.03593522,0.07906136,0.02229857,0.01011629,0.00196991,0.006104867,0.004990218,0.00519409,0.1082773,0.05617639,0.1015149],"study_design_scores_gemma":[0.6840717,0.06078461,0.04661253,0.007027546,0.006847201,0.0008880054,0.00257525,0.006973137,0.002283814,0.04077928,0.1404124,0.0007444288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0394935,0.004781457,0.01531941,0.004577055,0.003222232,0.9181502,0.007844847,0.0001174737,0.006493845],"genre_scores_gemma":[0.03855289,0.000933351,0.01693067,0.003055075,0.001057309,0.9358919,0.001886917,0.00003716697,0.001654785],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07833702,"threshold_uncertainty_score":0.4142907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028109346194547,"score_gpt":0.3535281558019714,"score_spread":0.3032470623400259,"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."}}