{"id":"W4405938442","doi":"10.3390/life15010037","title":"Donor Lungs’ Procurement Implementation with Ex Vivo Lung Perfusion in a Low-Volume Lung Transplant Center","year":2024,"lang":"en","type":"article","venue":"Life","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero della Salute","keywords":"Medicine; Lung; Lung transplantation; Sepsis; Perfusion; Transplantation; Surgery; 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":[0.002946922,0.0003875385,0.000245348,0.0006096375,0.0008731139,0.001384186,0.000887838,0.0004095462,0.002525161],"category_scores_gemma":[0.001979222,0.0002613754,0.0003588888,0.000430546,0.0008365521,0.0008401618,0.001327817,0.0007735533,0.0004081824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856504,"about_ca_system_score_gemma":0.003097208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867308,"about_ca_topic_score_gemma":0.002912565,"domain_scores_codex":[0.9980891,0.0007551775,0.0001713082,0.0003330658,0.0003466109,0.000304701],"domain_scores_gemma":[0.9972433,0.0003371973,0.0007309048,0.0002972058,0.0002850553,0.001106328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002544039,0.004742166,0.896401,0.0003981107,0.00009590782,0.004708454,0.001411154,0.002437869,0.02084506,0.0003861725,0.0009320272,0.06509792],"study_design_scores_gemma":[0.0003232949,0.01600575,0.9371307,0.0002033887,0.0001932474,0.01221087,0.004311952,0.00413901,0.02061328,0.0002779087,0.004472201,0.0001183592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967067,0.0002548618,0.002171338,0.0001163806,0.00001706963,0.0001732757,0.00009937205,0.00002365474,0.0004373551],"genre_scores_gemma":[0.9971696,0.0001547038,0.002122551,0.00006572909,0.00002412821,0.00009528314,0.0001849491,0.000004965902,0.000178128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002946922,"threshold_uncertainty_score":0.01558501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351059453559442,"score_gpt":0.322855008134442,"score_spread":0.3093444135988476,"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."}}