{"id":"W4213106139","doi":"10.1016/j.healun.2022.02.011","title":"Clinical significance of donor lung weight at procurement and during ex vivo lung perfusion","year":2022,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Quartile; Lung transplantation; Lung; Intensive care unit; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464557,0.0001033069,0.000316049,0.00009035409,0.0002650703,0.000007244241,0.00005342171,0.00003564111,0.0001152198],"category_scores_gemma":[0.000009325577,0.00006851763,0.00008883176,0.00008825875,0.00006568889,0.00009516646,0.00001219748,0.0002800729,1.65467e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004400171,"about_ca_system_score_gemma":0.0000545826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001919427,"about_ca_topic_score_gemma":0.00001123214,"domain_scores_codex":[0.9984946,0.0003182853,0.0005873114,0.0001103824,0.000365989,0.0001234866],"domain_scores_gemma":[0.9992183,0.0003168948,0.0002334916,0.0000817828,0.00006596962,0.00008359302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007855795,0.0001261164,0.7062694,0.00181155,0.0001591706,0.00005854126,0.007716933,0.0001204604,0.2747857,0.00005130171,0.0002852928,0.0007597643],"study_design_scores_gemma":[0.004798571,0.0005936665,0.9612467,0.0003868821,0.001406213,0.002442198,0.0005068976,0.001032127,0.0269514,0.0000259975,0.0004879547,0.0001213722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939545,0.002815156,0.001285489,0.001325139,0.0002044252,0.0003408752,0.00001816669,0.000006840129,0.00004935624],"genre_scores_gemma":[0.9909183,0.006580024,0.002084965,0.0001235496,0.0001238695,0.0000041279,0.000006830291,0.00001110551,0.0001472684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549773,"threshold_uncertainty_score":0.2794068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023177417686524,"score_gpt":0.3302416612859397,"score_spread":0.3100098871090745,"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."}}