{"id":"W2607074289","doi":"10.1007/s40472-017-0145-x","title":"Ex Vivo Lung Perfusion","year":2017,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Lung; Intensive care medicine; 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":[0.001439689,0.0006729881,0.0004870354,0.0003930737,0.0005443035,0.001058769,0.0007196149,0.00113775,0.01309385],"category_scores_gemma":[0.0004810631,0.0002701171,0.0005911816,0.000388955,0.0007987866,0.001057329,0.0006153584,0.002060914,0.002354422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230975,"about_ca_system_score_gemma":0.0008202548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008039748,"about_ca_topic_score_gemma":0.0009090616,"domain_scores_codex":[0.9989938,0.0001581008,0.00006152015,0.0003254407,0.0002602892,0.0002007559],"domain_scores_gemma":[0.999509,0.0001137598,0.00008173873,0.0001390602,0.00006902483,0.00008751791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004462171,0.00146788,0.003150533,0.0004315197,0.0001151498,0.0008515188,0.0002416964,0.000762385,0.944986,0.002801422,0.003851129,0.03687854],"study_design_scores_gemma":[0.0006088296,0.008125911,0.01553989,0.0001247408,0.0003115603,0.003581334,0.0003026275,0.00645532,0.9303889,0.001578887,0.03291482,0.00006718642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8224339,0.01308512,0.1037135,0.001598377,0.002137957,0.001689887,0.005362612,0.001764916,0.04821362],"genre_scores_gemma":[0.9466954,0.003778608,0.02214454,0.001165732,0.0005308535,0.001417855,0.004862404,0.0001751291,0.01922936],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01309385,"threshold_uncertainty_score":0.04380333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04308722228240001,"score_gpt":0.3858870213927675,"score_spread":0.3427997991103675,"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."}}