{"id":"W3003914348","doi":"10.21037/acs.2020.01.03","title":"The impact of hepatitis C viremic donor lung allograft characteristics on post-transplantation outcomes","year":2020,"lang":"en","type":"article","venue":"Annals of Cardiothoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Trillium Health Centre","funders":"Mendez National Institute of Transplantation Foundation; Brigham and Women's Hospital","keywords":"Medicine; Hepatitis C; Cohort; Internal medicine; Lung transplantation; Hepatitis C virus; Transplantation; Retrospective cohort study; Liver transplantation; Lung; Surgery; Gastroenterology; Immunology; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079731,0.0001941674,0.0002374337,0.0005676746,0.0003507319,0.0007791942,0.0002717325,0.0002497656,0.001912259],"category_scores_gemma":[0.002264377,0.0001125358,0.0002987002,0.000566313,0.0003184091,0.0004843647,0.0004698193,0.0005804747,0.0002039358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502594,"about_ca_system_score_gemma":0.000360518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008015472,"about_ca_topic_score_gemma":0.001333285,"domain_scores_codex":[0.9994934,0.0001013588,0.00006236394,0.00008896062,0.0001085411,0.0001454457],"domain_scores_gemma":[0.997331,0.0004682282,0.001354374,0.0001238068,0.0001770002,0.000545501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117909,0.00002634667,0.9988029,0.000004154223,0.00001832207,0.00006498297,0.00002117402,0.00002121854,0.000131494,0.000009430513,0.0000252792,0.0007567278],"study_design_scores_gemma":[0.000003202225,0.0001348444,0.999044,0.000004625915,0.00001517204,0.0003985408,0.0001111527,0.00009282515,0.0001031591,0.00001827309,0.00007198479,0.000002317989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995418,0.0001360503,0.00002756341,0.00001819788,0.000002908203,0.000002757594,0.00007701403,8.935759e-7,0.0001929416],"genre_scores_gemma":[0.9998016,0.00003529396,0.0000120053,0.000008366006,0.000005364824,0.000001903816,0.00009908985,6.052933e-7,0.00003588143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001912259,"threshold_uncertainty_score":0.006397188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658769516115249,"score_gpt":0.3898513080619876,"score_spread":0.3239743564504627,"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."}}