{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252603,0.000248749,0.0004617594,0.0002915982,0.0003645623,0.0007873706,0.0002494753,0.0003154844,0.001803578],"category_scores_gemma":[0.003747124,0.00007534816,0.0005425442,0.0004021924,0.0004397442,0.0005422911,0.0004833609,0.0004667931,0.0002713147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819811,"about_ca_system_score_gemma":0.0004779513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005151071,"about_ca_topic_score_gemma":0.0008713706,"domain_scores_codex":[0.9992281,0.0001834109,0.0001162732,0.0001001229,0.0001793872,0.0001926652],"domain_scores_gemma":[0.9947808,0.001135964,0.002873237,0.000223019,0.0003272884,0.0006595947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01005354,0.0004203152,0.9584348,0.0001762211,0.0002793486,0.0003860945,0.0001697171,0.0002472796,0.00407071,0.00004516819,0.0002778638,0.02543893],"study_design_scores_gemma":[0.00006157939,0.005745669,0.9909003,0.0001001153,0.0002572597,0.0006854054,0.0002424937,0.0001612107,0.00138316,0.00006076639,0.0003904149,0.00001160581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977798,0.001694914,0.00007746993,0.00006037485,0.00002029627,0.000006298846,0.0000660632,0.000002513803,0.0002922884],"genre_scores_gemma":[0.9994803,0.0002614592,0.00003758803,0.00003331611,0.0000271245,0.000008394763,0.00009505724,0.000001866979,0.00005496729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001803578,"threshold_uncertainty_score":0.00662452,"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."}}