{"id":"W2794648241","doi":"10.1016/j.healun.2018.01.080","title":"Time and Perfusate Dependent Molecular Repair Response During Ex Vivo Lung Perfusion","year":2018,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ex vivo; Lung; Perfusion; Medicine; In vivo; Cardiology; Internal medicine; Biology; Biotechnology","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":[0.0005772361,0.0003153049,0.000338104,0.0001344371,0.0001829241,0.0006821365,0.0002662844,0.0004087131,0.002748604],"category_scores_gemma":[0.0004726129,0.0001475909,0.0002761524,0.0002014645,0.0005300218,0.0008633923,0.0001858162,0.0007723748,0.0003031375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225668,"about_ca_system_score_gemma":0.0002349424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003805457,"about_ca_topic_score_gemma":0.0004335086,"domain_scores_codex":[0.9997616,0.00005372968,0.00001414908,0.00004846172,0.00003732107,0.00008462618],"domain_scores_gemma":[0.9996722,0.0001200531,0.00007289503,0.00004232288,0.00004042107,0.0000521604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004036464,0.0001837228,0.0009399617,0.00005571897,0.00001760345,0.00005706533,0.0001082784,0.0001435947,0.9912144,0.0001389892,0.0000629067,0.003041247],"study_design_scores_gemma":[0.00005164218,0.002698635,0.01246566,0.00001098867,0.00006554521,0.0001491837,0.0001914442,0.002118631,0.9813975,0.0001483291,0.0006870674,0.00001545411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954711,0.001211361,0.002446495,0.0000629219,0.00005454678,0.00002624517,0.0001463726,0.00003256342,0.0005482201],"genre_scores_gemma":[0.9970695,0.0004194749,0.001035474,0.00006060706,0.00002965291,0.00003818447,0.0002270883,0.00001539796,0.001104742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002748604,"threshold_uncertainty_score":0.00919503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008092171826470174,"score_gpt":0.2881486641897627,"score_spread":0.2800564923632926,"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."}}