{"id":"W4225776905","doi":"10.1097/tp.0000000000003791","title":"Clinical Utility of SPECT in the Heart Transplant Population: Analysis From a Single Large-volume Center","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Center (category theory); Volume (thermodynamics); Medicine; Population; Single Center; Nuclear medicine; Heart transplantation; Transplantation; Internal medicine; Physics; Chemistry; Environmental health","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":[0.001851962,0.0005874598,0.0007031206,0.00151053,0.0005501442,0.001102076,0.0005797054,0.0005573098,0.001251826],"category_scores_gemma":[0.004484036,0.0003890519,0.0005563181,0.001354989,0.0007256797,0.0006806805,0.0009285428,0.0005015554,0.0003678605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007927427,"about_ca_system_score_gemma":0.000757764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005301693,"about_ca_topic_score_gemma":0.005953921,"domain_scores_codex":[0.9986709,0.0004677478,0.000130476,0.0003556284,0.0002232972,0.0001518953],"domain_scores_gemma":[0.9961959,0.0009011292,0.001300158,0.0003569367,0.0004991383,0.0007468063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001413373,0.00003088461,0.9982614,0.000006187734,0.00005168194,0.0001771409,0.00006736869,0.00005533301,0.0001809187,0.000004772339,0.00007362345,0.0009493213],"study_design_scores_gemma":[0.00003372199,0.0003512464,0.9977557,0.000006233641,0.00006161044,0.0008635439,0.0002440447,0.000445195,0.00009964224,0.00001532642,0.0001133916,0.00001034936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995549,0.00009880905,0.00008794908,0.00002537292,0.000002161193,0.000009628583,0.000129831,0.000003884245,0.00008737548],"genre_scores_gemma":[0.9994135,0.00006200162,0.0000915267,0.00003014045,0.00001268091,0.00001014762,0.000353405,0.00000405539,0.00002254214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005301693,"threshold_uncertainty_score":0.01054168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06266396703092324,"score_gpt":0.3800752180223598,"score_spread":0.3174112509914365,"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."}}