{"id":"W2980283066","doi":"10.1161/circheartfailure.119.006218","title":"Survival Outcomes After Heart Transplantation","year":2019,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Medicine; Internal medicine; Lung transplantation; Heart transplantation; Transplantation; Propensity score matching; Heart failure; Cohort; Malignancy; Etiology; Diabetes mellitus; Surgery","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":[0.001046581,0.0001898544,0.0002526283,0.0006584815,0.0003031962,0.000501484,0.0001971373,0.0002385426,0.003452708],"category_scores_gemma":[0.002377203,0.00004648127,0.0003833852,0.0006115545,0.0002234982,0.000446701,0.0005773525,0.0004624645,0.0003943366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591108,"about_ca_system_score_gemma":0.0003237672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009795299,"about_ca_topic_score_gemma":0.001076423,"domain_scores_codex":[0.9994512,0.0001180524,0.00006461587,0.0001003271,0.000103165,0.0001626342],"domain_scores_gemma":[0.9981751,0.0002698194,0.0008888681,0.00006070049,0.0001939737,0.0004115118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002019117,0.00003227936,0.9886485,0.00004020005,0.0001185158,0.0001194394,0.00007181089,0.0001600324,0.00008391845,0.00008770716,0.0007988109,0.009636872],"study_design_scores_gemma":[0.00001187182,0.0002049974,0.9972784,0.00003741345,0.00008135309,0.0004440591,0.0001215051,0.0002605584,0.00009574975,0.0002748305,0.001182586,0.000006673566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889306,0.00318691,0.0003879607,0.0007114557,0.00007424993,0.0000121038,0.002393244,0.00002018691,0.004283144],"genre_scores_gemma":[0.9982962,0.0003056307,0.00003572876,0.00007175365,0.00005809242,0.000005086943,0.001013023,0.000002427807,0.0002121061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003452708,"threshold_uncertainty_score":0.01155049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751069762567415,"score_gpt":0.3006298560472306,"score_spread":0.2831191584215564,"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."}}