{"id":"W2113562075","doi":"10.1186/1745-6215-14-332","title":"Routine versus selective cardiac magnetic resonance in non-ischemic heart failure – OUTSMART-HF: study protocol for a randomized controlled trial (IMAGE-HF (heart failure) project 1-B)","year":2013,"lang":"en","type":"article","venue":"Trials","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Calgary; St. Michael's Hospital; Sunnybrook Health Science Centre; Dalhousie University; London Health Sciences Centre; Ottawa Hospital; Montreal Heart Institute; Université du Québec; University of Ottawa; Université de Montréal; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Cancer Foundation","keywords":"Medicine; Heart failure; Etiology; Cardiac magnetic resonance imaging; Cardiology; Ejection fraction; Internal medicine; Magnetic resonance imaging; Medical diagnosis; Ischemic cardiomyopathy; Cardiomyopathy; Clinical trial; Intensive care medicine; Radiology","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":[0.01428628,0.005456526,0.01162758,0.001485271,0.001710234,0.003688,0.002807941,0.005959732,0.05895929],"category_scores_gemma":[0.01725529,0.002069035,0.004622172,0.001882064,0.003041267,0.003777791,0.001837382,0.006072852,0.008543454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752788,"about_ca_system_score_gemma":0.006131814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535115,"about_ca_topic_score_gemma":0.002847316,"domain_scores_codex":[0.9902014,0.005814072,0.0008408583,0.00123552,0.0007674143,0.001140829],"domain_scores_gemma":[0.9933971,0.002095853,0.001592146,0.0008526656,0.001061839,0.001000246],"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":[0.9780659,0.004170109,0.0003766436,0.004165623,0.001408527,0.00006224225,0.00008178625,0.0003928008,0.000586199,0.0007932845,0.00542336,0.004473372],"study_design_scores_gemma":[0.9830692,0.01045866,0.0006689939,0.0003995573,0.0004514508,0.00001600033,0.00003442902,0.0006005009,0.0001471767,0.0007741338,0.003353411,0.0000265863],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01774936,0.001295286,0.002321539,0.001013728,0.00158516,0.9695365,0.003850869,0.0003360624,0.002311436],"genre_scores_gemma":[0.01136348,0.0002935064,0.002466142,0.0006123466,0.0001961312,0.9833897,0.0004559638,0.00002059561,0.00120211],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05895929,"threshold_uncertainty_score":0.1972385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534887436431743,"score_gpt":0.3774487347095748,"score_spread":0.3420998603452574,"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."}}