{"id":"W3009577742","doi":"10.1111/tri.13375","title":"Increasing pre-transplant confidence and safety for use of questionable donor lungs with <i>ex-situ</i> assessment and reconditioning","year":2018,"lang":"en","type":"letter","venue":"Transplant International","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Lung; Airway; Quality of life (healthcare); Surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01845446,0.0002599402,0.000605044,0.0006362743,0.001623282,0.004954183,0.001168428,0.002111562,0.01957915],"category_scores_gemma":[0.06257729,0.0001557847,0.0008594307,0.0003373298,0.00188385,0.003175169,0.00341299,0.004375036,0.006581258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122504,"about_ca_system_score_gemma":0.002899781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005363058,"about_ca_topic_score_gemma":0.0006486056,"domain_scores_codex":[0.9924844,0.003787221,0.0004614681,0.0004333298,0.002320931,0.0005127402],"domain_scores_gemma":[0.9605243,0.01711589,0.008398142,0.003810649,0.00393687,0.006214202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001314607,0.001574338,0.1741529,0.001335172,0.0001392618,0.002812451,0.007071027,0.0005377351,0.004112997,0.01325853,0.07602952,0.7176616],"study_design_scores_gemma":[0.0004259092,0.006782881,0.3523766,0.01161553,0.000360701,0.02961325,0.01557812,0.003824279,0.006978362,0.04820528,0.5237752,0.0004638764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.4952034,0.03641978,0.05918231,0.2460691,0.005968356,0.001014153,0.000660907,0.002261006,0.153221],"genre_scores_gemma":[0.9199772,0.009969128,0.02364066,0.03414932,0.003756951,0.0005654622,0.0003869882,0.0003339119,0.007220369],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01957915,"threshold_uncertainty_score":0.09759772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117811925398423,"score_gpt":0.3275461671758836,"score_spread":0.2963680479218994,"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."}}