{"id":"W2109231470","doi":"10.1016/j.healun.2014.09.044","title":"Functional outcomes and quality of life after normothermic ex vivo lung perfusion lung transplantation","year":2014,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung; Lung transplantation; Transplantation; Perfusion; Economic shortage; Single Center; Internal medicine; Surgery","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":[0.001635811,0.0001829122,0.0004990608,0.0001693695,0.0001252713,0.00001873381,0.00004999604,0.00009855408,0.0001067134],"category_scores_gemma":[0.00003266549,0.0001159309,0.0001416891,0.0000987589,0.0001034248,0.0002492777,0.000003208854,0.0002370453,8.654159e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001876566,"about_ca_system_score_gemma":0.00006125511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000824638,"about_ca_topic_score_gemma":0.0000580283,"domain_scores_codex":[0.9981069,0.0004043168,0.000751578,0.0001346294,0.0004435232,0.0001590717],"domain_scores_gemma":[0.9985447,0.0007907717,0.0002739803,0.0001133444,0.000143253,0.0001339302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008613343,0.00008079944,0.8993757,0.002508915,0.0001837311,0.000007610125,0.006538121,0.00008149986,0.08102314,0.0002801735,0.00008582524,0.001221115],"study_design_scores_gemma":[0.00418697,0.0001835694,0.9889425,0.0003523011,0.001149209,0.0004922522,0.0001962298,0.001057013,0.003201769,0.0000723879,0.00003752983,0.0001282731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496574,0.001207589,0.04707462,0.001480496,0.0002040006,0.000237309,0.00003072985,0.0000129327,0.00009488146],"genre_scores_gemma":[0.993289,0.003562108,0.002344852,0.0005413201,0.0001371773,0.000002909838,0.00002170207,0.00001792328,0.00008299663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08956677,"threshold_uncertainty_score":0.4727526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267293269445588,"score_gpt":0.3118943620108341,"score_spread":0.2892214293163783,"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."}}