{"id":"W4400132953","doi":"10.1016/j.nuclcard.2024.101904","title":"Liver failure and myocardial perfusion imaging: Wake up and smell the coffee","year":2024,"lang":"en","type":"editorial","venue":"Journal of Nuclear Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Myocardial perfusion imaging; Perfusion scanning; Cardiology; Perfusion; Internal 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":[0.006690113,0.005013482,0.005803735,0.004725247,0.004090876,0.009943547,0.005066539,0.03246989,0.01001053],"category_scores_gemma":[0.02815528,0.002212875,0.003726358,0.001619091,0.002964214,0.005934748,0.002081581,0.03335705,0.00919167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004105214,"about_ca_system_score_gemma":0.002512785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292318,"about_ca_topic_score_gemma":0.007954417,"domain_scores_codex":[0.994279,0.001309632,0.0008954827,0.0007118111,0.00236323,0.0004408219],"domain_scores_gemma":[0.974358,0.01161339,0.001540889,0.000644044,0.006740284,0.005103331],"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":[0.00006741362,0.00002097876,0.00007721856,0.0002593739,0.00004686115,0.0007005901,0.00001762643,0.00002473994,0.00005529799,0.0002126732,0.9943687,0.004148491],"study_design_scores_gemma":[0.0002307003,0.0001016946,0.001087478,0.001454067,0.0002516093,0.003346929,0.0002051768,0.0004117254,0.0001468552,0.001580676,0.9911045,0.00007853945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004254168,0.008066112,0.00007146758,0.03794493,0.9528754,0.00001099576,0.00002223503,0.00003435435,0.0009319659],"genre_scores_gemma":[0.0002702331,0.002846856,0.00004173456,0.0153441,0.9794722,0.000007435511,0.00001011055,0.00001188034,0.001995492],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03246989,"threshold_uncertainty_score":0.03538114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00640521243030932,"score_gpt":0.2449211619216169,"score_spread":0.2385159494913076,"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."}}