{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002550049,0.0001831338,0.0004144431,0.0001425495,0.00005902264,0.0000307529,0.00003869538,0.0001488265,0.00131025],"category_scores_gemma":[0.0000202121,0.0001585558,0.000223864,0.0002018028,0.00002667034,0.0002230102,0.000004386367,0.0001799013,0.0006712127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003880697,"about_ca_system_score_gemma":0.00006123778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003697398,"about_ca_topic_score_gemma":0.00003497169,"domain_scores_codex":[0.9986221,0.0001031306,0.0003255022,0.0003187511,0.0003918928,0.0002385917],"domain_scores_gemma":[0.9992627,0.0001698697,0.00004318525,0.0002988289,0.00009738997,0.0001280265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211694,0.00003412595,0.9913698,0.0002197792,0.00003475053,0.000009113639,0.0003214146,0.00007468391,0.007051485,0.0004068814,0.0001551993,0.0002015649],"study_design_scores_gemma":[0.001736458,0.00004293252,0.9836592,0.00007868739,0.0001116046,0.0001009768,0.0000864938,0.00012932,0.0006293536,0.0001015613,0.01314529,0.0001781254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854078,0.00006726298,0.003821321,0.00861403,0.000554949,0.0006303274,0.00002532771,0.0001503576,0.0007286707],"genre_scores_gemma":[0.9825256,0.000008146074,0.0147804,0.001584658,0.0001229501,0.00002865076,0.0001526917,0.00003099777,0.000765841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299009,"threshold_uncertainty_score":0.9996027,"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."}}