{"id":"W2770112638","doi":"10.1016/j.transproceed.2017.07.003","title":"Myocardial Perfusion Scans and Mortality in Asymptomatic Patients Awaiting Renal Transplantation","year":2017,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Genome Prairie; Regina Qu'Appelle Health Region; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Medicine; Asymptomatic; Transplantation; Hazard ratio; Cardiology; Kidney transplantation; Internal medicine; Myocardial perfusion imaging; Kidney disease; Surgery; Perfusion; Radiology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006785784,0.0003729538,0.0004408535,0.001131661,0.0005341224,0.001477709,0.0004433818,0.001246262,0.001634039],"category_scores_gemma":[0.005368908,0.0003220135,0.0005132197,0.001032477,0.0005282593,0.0009827164,0.0006394358,0.001474308,0.000196778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402838,"about_ca_system_score_gemma":0.0005419199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307563,"about_ca_topic_score_gemma":0.003501282,"domain_scores_codex":[0.9995834,0.0001140605,0.00005636545,0.0000448408,0.00008117707,0.0001201868],"domain_scores_gemma":[0.9972657,0.0007558216,0.001078288,0.00009358369,0.0001993937,0.0006073099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009656051,0.0000462181,0.9988902,0.000005308043,0.0000193434,0.0001905304,0.00002701581,0.0000133205,0.00004256402,0.00002692689,0.00004877923,0.0005931532],"study_design_scores_gemma":[0.00001165579,0.0001494375,0.9974586,0.00002583516,0.00007063278,0.001243284,0.000455925,0.0002305761,0.00006489125,0.0001408868,0.0001379109,0.00001028976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978696,0.0006513923,0.00005670472,0.0002039769,0.00002376412,0.000004392728,0.0001058978,0.000002739613,0.001081402],"genre_scores_gemma":[0.9991813,0.0002929973,0.00006058727,0.0000556423,0.00008343074,0.000004019679,0.0001893503,0.00000178464,0.0001308852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002307563,"threshold_uncertainty_score":0.005466402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505007310268419,"score_gpt":0.3169794296609469,"score_spread":0.2919293565582627,"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."}}