{"id":"W2207992373","doi":"10.1016/j.jchf.2014.05.007","title":"Rationale and Design of the GUIDE-IT Study","year":2014,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; Roche","keywords":"Medicine; Clinical endpoint; Heart failure; Ejection fraction; Natriuretic peptide; Guideline; Observational study; Randomized controlled trial; Internal medicine; Intensive care medicine; Cardiology; Prospective cohort study; Biomarker; Clinical trial; Emergency medicine; Pathology","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":[0.1190426,0.005267811,0.008431985,0.004528902,0.003583432,0.00739469,0.004537066,0.006809779,0.03677154],"category_scores_gemma":[0.111962,0.006180052,0.00437589,0.003343644,0.00973999,0.003699747,0.003111108,0.007629733,0.01178092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004556529,"about_ca_system_score_gemma":0.0184489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818034,"about_ca_topic_score_gemma":0.004724255,"domain_scores_codex":[0.9354366,0.04335436,0.007332087,0.005704711,0.005967128,0.002205151],"domain_scores_gemma":[0.9580007,0.02063973,0.005129211,0.006322523,0.006433322,0.003474519],"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":[0.3362727,0.02197299,0.05290836,0.07674672,0.008855012,0.003787891,0.01193499,0.009257066,0.006738796,0.1961701,0.09141762,0.1839378],"study_design_scores_gemma":[0.3596708,0.04080806,0.04431953,0.03583845,0.00910342,0.002360635,0.005325789,0.01424236,0.005197249,0.1059652,0.3758524,0.001316042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01938411,0.00494975,0.02701208,0.005756538,0.002862619,0.9229596,0.008242601,0.0001944314,0.008638304],"genre_scores_gemma":[0.0379534,0.001042522,0.0436129,0.004523211,0.001063,0.9078993,0.001621635,0.00007483873,0.00220922],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1190426,"threshold_uncertainty_score":0.6295651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256884309420738,"score_gpt":0.2820365457725795,"score_spread":0.2563481148305057,"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."}}