{"id":"W4406472826","doi":"10.1097/sla.0000000000006632","title":"Prolonged Preservation of up to 24 Hours at 10 °C Does Not Impact Outcomes after Lung Transplantation","year":2025,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006842805,0.0001547857,0.0005785094,0.0003931364,0.00002884943,0.000007322449,0.00005749162,0.00009417508,0.0002129849],"category_scores_gemma":[0.0002327076,0.0001035524,0.0003488744,0.0003012145,0.00003834171,0.0001908954,0.00001069949,0.00007045217,0.000003922758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726807,"about_ca_system_score_gemma":0.0001048486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132467,"about_ca_topic_score_gemma":0.00005714761,"domain_scores_codex":[0.9986368,0.00009877318,0.0005614344,0.000196107,0.0002974835,0.0002093836],"domain_scores_gemma":[0.9983795,0.0008936544,0.0001493693,0.0002349982,0.0002590526,0.00008338836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004519837,0.00005995857,0.9808459,0.001199449,0.000244929,0.00001435724,0.0009633357,0.00001420068,0.007311888,0.00002333807,0.002065053,0.002737784],"study_design_scores_gemma":[0.0004068059,0.0000397079,0.8524669,0.0004708404,0.0001627475,0.00000226495,0.0000336932,0.00001102584,0.1461364,0.00005505058,0.0001307196,0.00008383546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920872,0.000205474,0.0008611511,0.005700469,0.0003692166,0.0003859185,0.0002005399,0.00003019045,0.0001598598],"genre_scores_gemma":[0.9944914,0.0003694974,0.0006929964,0.001228005,0.0000294103,0.00004492329,0.00009625912,0.00001391729,0.003033614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388246,"threshold_uncertainty_score":0.4222743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152342157209908,"score_gpt":0.4207220709528602,"score_spread":0.2683799137429522,"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."}}