{"id":"W2158465433","doi":"10.1016/j.healun.2003.11.087","title":"Routine angiography post cardiac transplantation: what value?","year":2004,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Coronary angiography; Angiography; Transplantation; Cardiology; Heart transplantation; Value (mathematics); Internal medicine; Radiology; Intensive care medicine; Myocardial infarction","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":[0.01088161,0.001444888,0.004297382,0.00336462,0.0008395031,0.006001721,0.002768432,0.007003404,0.005703059],"category_scores_gemma":[0.06047652,0.0007071273,0.001206536,0.004069394,0.002360844,0.006490769,0.0009057235,0.004625885,0.001359787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121991,"about_ca_system_score_gemma":0.003686567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004313283,"about_ca_topic_score_gemma":0.01101064,"domain_scores_codex":[0.9938776,0.002845068,0.0007709773,0.000547246,0.001382177,0.0005769501],"domain_scores_gemma":[0.9318503,0.03924257,0.007538311,0.002146779,0.01025747,0.008964486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00206215,0.0009410474,0.8280773,0.001138694,0.0005231401,0.002494611,0.0006592787,0.0004837662,0.0003599213,0.0020402,0.02182053,0.1393993],"study_design_scores_gemma":[0.002060337,0.002516275,0.8641201,0.01114191,0.003400136,0.01564601,0.01404429,0.007612967,0.001691918,0.03040563,0.04680162,0.000558819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5211868,0.1410443,0.007111803,0.2775447,0.01304744,0.0003123923,0.002290196,0.0002423517,0.03722012],"genre_scores_gemma":[0.8913764,0.04626922,0.00673133,0.01915871,0.03242841,0.0002087263,0.001262508,0.00009558093,0.002469076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088161,"threshold_uncertainty_score":0.05754811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009899591061980156,"score_gpt":0.2861866200043549,"score_spread":0.2762870289423748,"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."}}