{"id":"W2504499384","doi":"10.1016/j.healun.2016.07.004","title":"Functional assessment and transplantation of the donor heart after circulatory death","year":2016,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"Evelyn Trust","keywords":"Medicine; Transplantation; Heart transplantation; Circulatory system; Interquartile range; Organ donation; Perfusion; Cardiology; Surgery; Anesthesia; Internal medicine","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":[0.0007267817,0.0001033723,0.0002181064,0.00007529269,0.00009867355,0.000008955119,0.0000361224,0.00005250518,0.00004134371],"category_scores_gemma":[0.000005335709,0.00004608658,0.00009808692,0.000065126,0.00009717559,0.0001690233,0.00000235977,0.0001228844,4.100298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002273894,"about_ca_system_score_gemma":0.00009164403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001763847,"about_ca_topic_score_gemma":0.00001786185,"domain_scores_codex":[0.9989403,0.0001964386,0.0003664826,0.00008389487,0.0003085584,0.0001043568],"domain_scores_gemma":[0.9992501,0.000376881,0.0001236942,0.00009131416,0.00009475601,0.00006325085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002367731,0.00004736367,0.8022434,0.0005596469,0.0001344422,0.000009821239,0.001565106,0.00001426296,0.1913562,0.0003390491,0.00008472514,0.00127833],"study_design_scores_gemma":[0.002254569,0.0001583673,0.9845012,0.0004901495,0.0009002897,0.002440006,0.0000633183,0.0000225186,0.008798089,0.000204499,0.0001064891,0.00006043885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778377,0.0007084233,0.0165962,0.004392618,0.000202233,0.0001925582,0.00002583085,0.0000054937,0.00003895223],"genre_scores_gemma":[0.9949113,0.002370477,0.002212063,0.000351027,0.00009443439,0.000003229702,0.000003299735,0.000009225078,0.0000449566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825581,"threshold_uncertainty_score":0.1879356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128475331903512,"score_gpt":0.3090880127042526,"score_spread":0.2878032593852175,"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."}}