{"id":"W2166719685","doi":"10.1111/ajt.13386","title":"High Risk of Graft Failure in Emerging Adult Heart Transplant Recipients","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital; Hospital for Sick Children; SickKids Foundation; University of Toronto; Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; McGill University Health Centre; McGill University; Minneapolis Medical Research Foundation","keywords":"Medicine; Confounding; Heart failure; Proportional hazards model; Heart transplantation; Transplantation; Heart transplants; Relative risk; Surgery; Internal medicine; Confidence interval; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008899409,0.0002852222,0.0003055781,0.0009774757,0.0005304018,0.001469824,0.0004260131,0.0007070091,0.003030649],"category_scores_gemma":[0.002682952,0.0001860119,0.0004386026,0.0007120771,0.0003208567,0.0007728754,0.0006253741,0.001147658,0.000308661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119541,"about_ca_system_score_gemma":0.0004552616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581569,"about_ca_topic_score_gemma":0.001851419,"domain_scores_codex":[0.9995401,0.0001659464,0.00004533557,0.00006526896,0.00006900414,0.0001145112],"domain_scores_gemma":[0.9983698,0.0003286036,0.0006985051,0.00008178335,0.0001212436,0.0004000915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007535348,0.00005537354,0.9982907,0.000005531477,0.00002109737,0.0001002789,0.00004252939,0.00001026505,0.00008338571,0.00005982615,0.0000619426,0.001193643],"study_design_scores_gemma":[0.000009620589,0.0001363798,0.9974695,0.00001745699,0.00005084469,0.000854808,0.0007248527,0.0002245681,0.00007119705,0.0002348895,0.0001987626,0.000007102205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979311,0.0004070846,0.0001395582,0.0002229285,0.00001473271,0.000006895626,0.0001114607,0.000002914003,0.001163286],"genre_scores_gemma":[0.9991462,0.0002643095,0.0001190673,0.00005239344,0.00004360785,0.000004703162,0.000141999,0.000002376438,0.0002253939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003030649,"threshold_uncertainty_score":0.01013857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454007612700744,"score_gpt":0.3015134547647166,"score_spread":0.2869733786377092,"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."}}