{"id":"W4404913944","doi":"10.1016/j.jcmg.2024.09.009","title":"Quantitative Myocardial Perfusion Imaging","year":2024,"lang":"en","type":"editorial","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Myocardial perfusion imaging; Perfusion scanning; Perfusion; Cardiology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002403817,0.001244665,0.002840811,0.0009808096,0.0003210268,0.0007386378,0.0003888383,0.0005515096,0.0000598696],"category_scores_gemma":[0.005204672,0.001221018,0.007088858,0.0007589145,0.0003319654,0.0003303573,0.0006562389,0.003336772,0.001328488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008812885,"about_ca_system_score_gemma":0.001421954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006264804,"about_ca_topic_score_gemma":0.000002608818,"domain_scores_codex":[0.991696,0.0003649452,0.0009232697,0.002094242,0.003685311,0.00123623],"domain_scores_gemma":[0.9943664,0.001350613,0.0001981981,0.002313016,0.001276554,0.0004951981],"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":[0.0001160052,0.00005473849,0.0008878793,0.0008973215,0.003326853,0.004937655,0.0003447459,0.00009504729,0.0001063599,0.0000330713,0.9612764,0.027924],"study_design_scores_gemma":[0.00219107,0.00005074261,0.0004424271,0.002541948,0.01203966,0.0005646484,0.0004815337,0.001398622,0.0001014974,0.0001230579,0.9788395,0.001225357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001736253,0.2013201,0.003017985,0.0007157871,0.7731575,0.0008910614,0.0003925118,0.0009144749,0.01941689],"genre_scores_gemma":[0.007651739,0.003993349,0.002351657,0.0003605091,0.9811673,0.0001701274,0.002197736,0.0007563824,0.001351179],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2080097,"threshold_uncertainty_score":0.9994491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008875851561432533,"score_gpt":0.2798837651383074,"score_spread":0.2710079135768748,"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."}}