{"id":"W3190389176","doi":"10.1007/s12350-021-02732-5","title":"Does quantification of [11C]meta-hydroxyephedrine and [13N]ammonia kinetics improve risk stratification in ischemic cardiomyopathy","year":2021,"lang":"en","type":"article","venue":"Journal of Nuclear Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiology; Internal medicine; Perfusion; Ejection fraction; Positron emission tomography; Cardiomyopathy; Nuclear medicine; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006397413,0.0001284503,0.0009094424,0.0001582392,0.00002209698,0.00001422385,0.000059704,0.0001283601,0.00001119059],"category_scores_gemma":[0.0009329937,0.00008849846,0.0003665215,0.0001715385,0.0001372865,0.00006296195,0.00003718802,0.0003592879,0.000002986496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004677422,"about_ca_system_score_gemma":0.00009117807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002335103,"about_ca_topic_score_gemma":0.000005540528,"domain_scores_codex":[0.9986057,0.0002165377,0.000641366,0.0001943689,0.0001926162,0.0001494295],"domain_scores_gemma":[0.9984289,0.0002411022,0.0004663187,0.0003195519,0.0004546013,0.00008952125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003176042,0.0001836555,0.222176,0.0001898742,0.001855546,0.0004463801,0.0004108951,0.0007953723,0.7619806,0.0001655753,0.002341316,0.009137182],"study_design_scores_gemma":[0.003887758,0.0007540372,0.9130003,0.0001470287,0.00721582,0.002555039,0.001384956,0.0005923949,0.04369518,0.0007339435,0.02572097,0.0003125079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930069,0.003477438,0.0005977019,0.001400051,0.000554877,0.0001127915,0.0000323524,0.00000884462,0.0008090376],"genre_scores_gemma":[0.9948925,0.002074421,0.002562528,0.00008174486,0.0003263512,0.000001871722,0.00001043199,0.00002114315,0.00002904553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7182854,"threshold_uncertainty_score":0.3608863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567049294882943,"score_gpt":0.26292981921632,"score_spread":0.2472593262674906,"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."}}