{"id":"W4293102478","doi":"10.2337/dc22-0454","title":"Long-term Survival Benefit From Revascularization Compared With Medical Therapy in Patients With or Without Diabetes Undergoing Myocardial Perfusion Single Photon Emission Computed Tomography","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Nihon University; Society of Nuclear Medicine and Molecular Imaging; Cedars-Sinai Medical Center; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation","keywords":"Medicine; Diabetes mellitus; Perfusion; Revascularization; Cardiology; Single-photon emission computed tomography; Internal medicine; Term (time); Medical therapy; Emission computed tomography; Positron emission tomography; Myocardial perfusion imaging; Radiology; Myocardial infarction; Endocrinology","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":[0.0008746306,0.0002443549,0.0004243584,0.0002761432,0.0002362946,0.0004557557,0.0002369154,0.0005275317,0.0007555636],"category_scores_gemma":[0.001896798,0.0001620991,0.0009290127,0.0003193734,0.000224822,0.0003739997,0.0003163075,0.0005572753,0.00008685672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472675,"about_ca_system_score_gemma":0.0002151795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009591056,"about_ca_topic_score_gemma":0.001385155,"domain_scores_codex":[0.9996496,0.0001096013,0.00003069296,0.0001038282,0.00003947343,0.00006675506],"domain_scores_gemma":[0.998705,0.0003288965,0.0006115825,0.00007049889,0.00004760301,0.0002363219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003483854,0.0001143147,0.9937767,0.00001541538,0.0003254232,0.00007354098,0.00001782382,0.0001205865,0.0003586318,0.00001528476,0.00005507943,0.001643413],"study_design_scores_gemma":[0.0001188527,0.0008182919,0.9976342,0.000007340215,0.0002152148,0.0001781398,0.0000526529,0.000728475,0.0001131465,0.0000450894,0.00008223345,0.000006477131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995309,0.0002395777,0.00004558305,0.00003111885,0.000005938308,0.000002078615,0.00009461399,8.094129e-7,0.00004936902],"genre_scores_gemma":[0.999566,0.00009513196,0.0000361713,0.00002264514,0.00001786646,0.000003543275,0.0002180549,4.468877e-7,0.00004001836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009591056,"threshold_uncertainty_score":0.004625499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008932730852310103,"score_gpt":0.2250718222119319,"score_spread":0.2161390913596218,"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."}}