{"id":"W2932598846","doi":"10.1161/circheartfailure.118.005517","title":"Heart Transplantation With Donation After Circulatory Death","year":2019,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wave Control Systems (Canada); University of Alberta","funders":"EU-CARDIOPROTECTION; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Cooperation in Science and Technology","keywords":"Medicine; Intensive care medicine; Transplantation; Heart transplantation; Donation; Economic shortage; Organ donation; Heart failure; Surgery; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002211935,0.000192163,0.0003049522,0.0001875253,0.00007444146,0.00003487348,0.00003458625,0.0001528579,0.000635291],"category_scores_gemma":[0.00000872936,0.0001631507,0.0001252725,0.0002536651,0.00002812048,0.0003255214,0.000002960148,0.0001902432,0.0002604648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007441409,"about_ca_system_score_gemma":0.0001086761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002953104,"about_ca_topic_score_gemma":0.00002638706,"domain_scores_codex":[0.9985731,0.00008534215,0.0002842414,0.0003770879,0.0004511363,0.0002291249],"domain_scores_gemma":[0.9992703,0.00008868513,0.00005792048,0.000296115,0.0001582937,0.0001287278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002689663,0.00004038751,0.9819592,0.0003193265,0.00004093456,0.00001246222,0.0004396037,0.00043473,0.01554443,0.0006489575,0.00006322631,0.0002278375],"study_design_scores_gemma":[0.00198807,0.0001069871,0.9872407,0.0001931396,0.0001584712,0.0004263807,0.00007171845,0.0004276242,0.001178637,0.00009632161,0.007901459,0.0002105117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831792,0.0001117984,0.01197131,0.002949021,0.0001676904,0.0008368855,0.00001543016,0.0001530772,0.0006156135],"genre_scores_gemma":[0.9737663,0.000006943757,0.02429673,0.001268553,0.0001285927,0.00004802164,0.0002153366,0.00003754733,0.0002319611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0143658,"threshold_uncertainty_score":0.6955991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408229925926558,"score_gpt":0.2722227677418169,"score_spread":0.2581404684825513,"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."}}