{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009469455,0.0003883008,0.005006689,0.0003639992,0.00007391455,0.0002006264,0.0001166573,0.00007725236,0.0001466494],"category_scores_gemma":[0.0277982,0.0002547242,0.001198837,0.0001748647,0.0001446467,0.0002417775,0.0000551159,0.0002640061,0.00003610209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082474,"about_ca_system_score_gemma":0.0004297168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502257,"about_ca_topic_score_gemma":0.00001038723,"domain_scores_codex":[0.9946085,0.001987951,0.001983752,0.0004787452,0.0004655361,0.0004755759],"domain_scores_gemma":[0.9878507,0.01063067,0.0005940597,0.0003927629,0.0004261977,0.0001056286],"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":[0.9502286,0.0009204308,0.0007041151,0.0001217234,0.0005085141,0.00001423574,0.001237128,0.000004446539,0.001675444,0.00003302447,0.04437631,0.0001760627],"study_design_scores_gemma":[0.9913398,0.000494745,0.00003980348,0.0002471226,0.0007304351,0.00001025469,0.001580649,0.0009559891,0.00205791,0.0006807962,0.001607753,0.0002547382],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04092786,0.00005022693,0.0006172088,0.002628161,0.0004326454,0.9527926,0.00002689263,0.0001383009,0.002386085],"genre_scores_gemma":[0.1050793,0.000001217327,0.002249222,0.000293998,0.001403924,0.8903672,0.00001466972,0.0000521738,0.0005383266],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06415144,"threshold_uncertainty_score":0.9999905,"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."}}