{"id":"W2553215107","doi":"10.1016/s2213-2600(16)30323-x","title":"Outcomes after transplantation of lungs preserved for more than 12 h: a retrospective study","year":2016,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"American Association for Thoracic Surgery","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Retrospective cohort study; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586396,0.0004562668,0.001061729,0.001037611,0.0008697042,0.001370798,0.0006969168,0.0009097201,0.001484796],"category_scores_gemma":[0.00355898,0.0004854343,0.00153031,0.002327418,0.0008946664,0.001747791,0.001210031,0.001161279,0.000314447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008880859,"about_ca_system_score_gemma":0.0007127142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771088,"about_ca_topic_score_gemma":0.002069884,"domain_scores_codex":[0.9981614,0.0003416618,0.0003700902,0.0004951686,0.0002476943,0.0003840072],"domain_scores_gemma":[0.994574,0.0007865959,0.002724675,0.000654516,0.0004111906,0.0008490992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004604345,0.00005893024,0.9976717,0.00002876348,0.0001609883,0.000301053,0.0001182198,0.00002879913,0.0001487502,0.00003669808,0.00006920713,0.0009164936],"study_design_scores_gemma":[0.00003159641,0.0005904493,0.9957328,0.00004505814,0.0002249287,0.001794356,0.0009038593,0.00009544203,0.000100701,0.00009556144,0.0003630107,0.00002218172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984932,0.0008173825,0.0001264054,0.00003998112,0.00001261859,0.00001036066,0.000251969,0.000001707558,0.0002463848],"genre_scores_gemma":[0.9989372,0.0003003367,0.0000638396,0.00005127978,0.0000321414,0.00001133081,0.0005326201,0.000003435885,0.00006781525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002771088,"threshold_uncertainty_score":0.008389771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883078709237498,"score_gpt":0.3879557079520855,"score_spread":0.2996478370283357,"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."}}