{"id":"W2171823353","doi":"10.1186/1745-6215-14-218","title":"Alternative Imaging Modalities in Ischemic Heart Failure (AIMI-HF) IMAGE HF Project I-A: study protocol for a randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"Trials","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Université de Sherbrooke; London Health Sciences Centre; University of Alberta; Université du Québec; Wilfrid Laurier University; University of Ottawa; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; University of Ottawa; Heart and Stroke Foundation of Canada","keywords":"Medicine; Heart failure; Randomized controlled trial; Revascularization; Clinical endpoint; Myocardial infarction; Ischemic cardiomyopathy; Cardiac magnetic resonance imaging; Magnetic resonance imaging; Cardiology; Modalities; Clinical trial; Ejection fraction; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04234343,0.006499548,0.01199684,0.002102787,0.002997475,0.004887597,0.003416126,0.008292551,0.05741677],"category_scores_gemma":[0.04306796,0.002682135,0.004530397,0.0029602,0.004207931,0.00356573,0.002388703,0.006680822,0.009664387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00448586,"about_ca_system_score_gemma":0.01220171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441305,"about_ca_topic_score_gemma":0.002345205,"domain_scores_codex":[0.9736279,0.01800644,0.002437303,0.001983203,0.002187286,0.001757844],"domain_scores_gemma":[0.9826711,0.006076932,0.00397088,0.002510617,0.002893364,0.001877172],"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":[0.9268034,0.009065793,0.0008330187,0.01968233,0.002848963,0.0001786382,0.0002643169,0.001350972,0.001753746,0.003981391,0.01629954,0.01693793],"study_design_scores_gemma":[0.9710907,0.009470194,0.00101505,0.001984601,0.0007377525,0.00003536106,0.00005720922,0.001191036,0.0003643078,0.001800044,0.01219942,0.00005431906],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002111677,0.0004057374,0.001566861,0.0002837424,0.0004234585,0.9934267,0.001052533,0.0001274593,0.0006018723],"genre_scores_gemma":[0.001625815,0.0001094937,0.001950823,0.0001693978,0.00005748407,0.995715,0.0001192181,0.000006575729,0.0002461712],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05741677,"threshold_uncertainty_score":0.2239362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285000372758628,"score_gpt":0.4284743770911999,"score_spread":0.3656243733636136,"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."}}