{"id":"W1891160085","doi":"10.1111/ajt.13418","title":"Retransplant and Medical Therapy for Cardiac Allograft Vasculopathy: International Society for Heart and Lung Transplantation Registry Analysis","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Medical therapy; Cardiac allograft vasculopathy; Lung; Intensive care medicine; Heart transplantation; Heart-Lung Transplantation; Cardiology; 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":[0.001487694,0.0001954817,0.0006818976,0.0002404509,0.00008186784,0.00004044798,0.00009547707,0.0001087803,0.000005295756],"category_scores_gemma":[0.00004777544,0.0001592412,0.0006144965,0.0002710089,0.0001928364,0.000220776,0.0000018223,0.0001840042,9.773579e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004424037,"about_ca_system_score_gemma":0.0002244706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005729157,"about_ca_topic_score_gemma":0.00001928699,"domain_scores_codex":[0.9982601,0.00009100316,0.00060317,0.0002591926,0.0005828814,0.0002036555],"domain_scores_gemma":[0.998296,0.0005808728,0.0003091929,0.00009993403,0.0003786885,0.0003353783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03128833,0.0004110877,0.8123251,0.002051364,0.01689602,0.0001550481,0.03354186,0.00032529,0.01660758,0.0006100104,0.001213321,0.08457506],"study_design_scores_gemma":[0.03312088,0.005284354,0.9055873,0.0008295653,0.02497247,0.0038697,0.005092282,0.008164542,0.006388137,0.0004075111,0.005396427,0.0008868782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6944261,0.001086852,0.3001304,0.003263607,0.000289219,0.0004494582,0.0003070233,0.00001991018,0.00002748882],"genre_scores_gemma":[0.8502384,0.02391618,0.1241337,0.0007623096,0.0003281423,0.0000366047,0.0005347104,0.00002671487,0.00002324793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759967,"threshold_uncertainty_score":0.6493667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907346000121015,"score_gpt":0.3393244493677876,"score_spread":0.3202509893665775,"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."}}