{"id":"W2961167129","doi":"10.1016/j.jacc.2019.05.024","title":"Cardiac MRI Endpoints in Myocardial Infarction Experimental and Clinical Trials","year":2019,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; British Heart Foundation; European Regional Development Fund; Ministerio de Ciencia, Innovación y Universidades; Sociedad Española de Cardiología","keywords":"Medicine; Myocardial infarction; Clinical trial; Clinical endpoint; Cardiology; Surrogate endpoint; Magnetic resonance imaging; Internal medicine; Cardiac magnetic resonance; Infarction; Gold standard (test); Intensive care medicine; Radiology","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":[0.01265614,0.001236108,0.004948127,0.004162554,0.0002563841,0.001966959,0.002003914,0.00170182,0.006168697],"category_scores_gemma":[0.02150784,0.0004657429,0.002767018,0.003860121,0.0006401754,0.00123575,0.001121461,0.002114262,0.001183749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231533,"about_ca_system_score_gemma":0.002680079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009477386,"about_ca_topic_score_gemma":0.001607761,"domain_scores_codex":[0.9950677,0.001806763,0.00152518,0.0003598773,0.001139854,0.0001005277],"domain_scores_gemma":[0.9832532,0.0124215,0.002281733,0.0002366506,0.001583874,0.0002229143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006313968,0.00007278797,0.0003830771,0.1885954,0.00205044,0.00006340838,0.00008013957,0.0003907336,0.000403508,0.003743107,0.02691305,0.7766729],"study_design_scores_gemma":[0.0007781443,0.0005665976,0.004088437,0.2944552,0.009043886,0.0004990026,0.0001172144,0.0004113626,0.0005483493,0.006962068,0.6824393,0.0000904492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007115658,0.998744,0.0001518653,0.0002772339,0.0001934336,0.00005802311,0.00007733351,0.000006421198,0.0004206298],"genre_scores_gemma":[0.00174907,0.9957829,0.0008290567,0.0007099428,0.0002801617,0.0002175336,0.0001669793,0.000006409834,0.0002579634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01265614,"threshold_uncertainty_score":0.06693286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08530679138840974,"score_gpt":0.4420392684184207,"score_spread":0.3567324770300109,"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."}}