{"id":"W3158072493","doi":"10.1097/tp.0000000000003791","title":"Clinical Utility of SPECT in the Heart Transplant Population: Analysis From a Single Large-volume Center.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"SSS*; Medicine; Myocardial perfusion imaging; Hazard ratio; Receiver operating characteristic; Single-photon emission computed tomography; Perfusion; Area under the curve; Population; Cohort; Internal medicine; Gated SPECT; Nuclear medicine; Proportional hazards model; Cardiology; Single Center; Radiology; Confidence interval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001841951,0.0005992742,0.0005468227,0.001226925,0.0004338527,0.0008841362,0.0005077413,0.000505065,0.001222027],"category_scores_gemma":[0.003818344,0.0003552342,0.0005043788,0.00110177,0.0006439448,0.0006402581,0.0007994556,0.0004459656,0.0004051408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006859429,"about_ca_system_score_gemma":0.0006140565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362179,"about_ca_topic_score_gemma":0.004770735,"domain_scores_codex":[0.9990135,0.0003598162,0.00009290336,0.0002637988,0.0001588131,0.0001110368],"domain_scores_gemma":[0.9969602,0.0007374702,0.00106576,0.000295547,0.0003616053,0.0005792484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153425,0.00003119189,0.9981102,0.000006677144,0.00005090666,0.0001624911,0.0000555517,0.00005454154,0.0002270668,0.000003944967,0.00007004575,0.001073931],"study_design_scores_gemma":[0.00003673648,0.0003543905,0.9977275,0.000005838288,0.00006682447,0.000868319,0.0001969118,0.0004882751,0.00011992,0.00001365563,0.000112733,0.000008871985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995441,0.000117288,0.0001001663,0.00002051614,0.000002071944,0.000008909601,0.000126675,0.000004366831,0.00007592361],"genre_scores_gemma":[0.999398,0.00005717262,0.00010169,0.00002117751,0.00001148682,0.000009486679,0.0003758888,0.000003109547,0.00002198663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004362179,"threshold_uncertainty_score":0.009741247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08037567876509771,"score_gpt":0.3449998222904334,"score_spread":0.2646241435253356,"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."}}