{"id":"W3047501798","doi":"10.1016/j.jcmg.2020.06.022","title":"PET Flow Quantification: An Arbitrator in Patients With Ischemic Cardiomyopathy?","year":2020,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cardiology; Medicine; Internal medicine; Ischemic cardiomyopathy; Cardiomyopathy; Heart failure; Ejection fraction","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005005319,0.000824762,0.002075082,0.0004540792,0.0001200015,0.0002344411,0.0003331771,0.0002412793,0.0000232961],"category_scores_gemma":[0.0003482222,0.000785138,0.0017386,0.0006873228,0.0001707241,0.0003334448,0.000116715,0.002806763,0.0001296572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536634,"about_ca_system_score_gemma":0.0004659466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001451991,"about_ca_topic_score_gemma":0.000001437266,"domain_scores_codex":[0.9948192,0.0003174245,0.000649374,0.001562526,0.001811796,0.0008396389],"domain_scores_gemma":[0.9964058,0.0001153045,0.0001801103,0.002467168,0.0005345175,0.0002970557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001392324,0.0001242084,0.2593139,0.0008889146,0.002409244,0.01434342,0.0002314251,0.0003228534,0.00002209474,0.000001041858,0.71523,0.006973624],"study_design_scores_gemma":[0.006190912,0.0001024295,0.08772693,0.0008993638,0.004497976,0.0007128896,0.0001078086,0.000932872,0.0001482009,0.000007269831,0.8972512,0.001422173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1171678,0.06596775,0.02053176,0.7379258,0.009537901,0.01431883,0.002226231,0.003790091,0.02853382],"genre_scores_gemma":[0.3898745,0.0002360084,0.0113564,0.5630065,0.01793584,0.0005058852,0.01577624,0.001118709,0.0001898331],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2727068,"threshold_uncertainty_score":0.9994938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00966615541474201,"score_gpt":0.2184290131079251,"score_spread":0.2087628576931831,"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."}}