{"id":"W2066707952","doi":"10.1016/j.healun.2015.01.094","title":"Towards Donor Lung Recovery - Gene Expression Changes During Ex Vivo Lung Perfusion","year":2015,"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 Toronto","funders":"","keywords":"Gene expression; Transplantation; Lung; Ex vivo; Medicine; In vivo; Biology; Andrology; Pathology; Lung transplantation; Gene; Internal medicine; Genetics","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":[0.0004397164,0.0002301931,0.0003196741,0.0001599618,0.0001648331,0.0005284423,0.0001836486,0.0002879273,0.001887356],"category_scores_gemma":[0.0002240172,0.0001131589,0.0003331882,0.0002342948,0.0004106162,0.0004435585,0.0002453912,0.0007799017,0.0003858239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618955,"about_ca_system_score_gemma":0.000185841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001719138,"about_ca_topic_score_gemma":0.0002414054,"domain_scores_codex":[0.9997627,0.00004159482,0.00001530722,0.00007908335,0.00005305872,0.00004828739],"domain_scores_gemma":[0.9998953,0.00002810587,0.00002205235,0.00001948507,0.00001952625,0.00001542718],"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":[0.0004853011,0.00008262784,0.0007260731,0.0000375611,0.000005048841,0.00003116773,0.0000414075,0.00007593248,0.9955394,0.00008465097,0.00002904742,0.002861703],"study_design_scores_gemma":[0.00002076201,0.0007112411,0.01298217,0.000008970635,0.0000389712,0.0001792928,0.000116799,0.001005831,0.9836494,0.0001561922,0.001121111,0.000009321307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978415,0.001535545,0.01768538,0.0001188921,0.00008533584,0.00008165829,0.0005264594,0.00007173803,0.001479946],"genre_scores_gemma":[0.98843,0.000937814,0.006829157,0.0001151985,0.00003862336,0.0001672248,0.0007320254,0.00003889055,0.002710976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001887356,"threshold_uncertainty_score":0.006313801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271050237826833,"score_gpt":0.3102889520013056,"score_spread":0.2831839282186223,"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."}}