{"id":"W4388049891","doi":"10.1016/j.kint.2023.09.026","title":"Pretransplant screening for coronary artery disease: data are required before practice change","year":2023,"lang":"en","type":"article","venue":"Kidney International","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; St. Joseph's College","keywords":"Medicine; Coronary artery disease; Intensive care medicine; Clinical Practice; Clinical trial; Disease; Cardiology; Internal medicine; Family medicine","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":[0.1123402,0.001462546,0.00610664,0.002637653,0.001799553,0.01159172,0.005349971,0.0074156,0.01372291],"category_scores_gemma":[0.2226794,0.001277661,0.003294488,0.007298659,0.001482885,0.01427237,0.004378113,0.0127625,0.005610318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007174164,"about_ca_system_score_gemma":0.03332277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02409739,"about_ca_topic_score_gemma":0.04703621,"domain_scores_codex":[0.9030652,0.05569141,0.01859166,0.003418457,0.01455367,0.00467948],"domain_scores_gemma":[0.4586857,0.2607463,0.06036709,0.02968467,0.1494665,0.04104975],"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":[0.001674562,0.001601932,0.1565375,0.006030059,0.001043757,0.0001785128,0.0009461381,0.0007845065,0.0005268829,0.007272375,0.4779364,0.3454674],"study_design_scores_gemma":[0.002284452,0.002345267,0.3891997,0.04200269,0.002288459,0.0005655548,0.007152952,0.002662922,0.001553503,0.02747173,0.5218869,0.0005857846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02847413,0.08395302,0.01829335,0.8031295,0.02106869,0.001767191,0.02327563,0.0007662527,0.01927236],"genre_scores_gemma":[0.2388037,0.07088902,0.14225,0.4519156,0.02040764,0.01072925,0.05580412,0.0009141155,0.008286569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1123402,"threshold_uncertainty_score":0.5941187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820265250141669,"score_gpt":0.4138828631833922,"score_spread":0.2318563381692254,"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."}}