{"id":"W4225470075","doi":"10.1097/tp.0000000000004035","title":"Cold or Not So Cold?—Static Organ Preservation at 10 °C May Prolong Organ Preservation and Facilitate Transplant Logistics","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Machine perfusion; Cold storage; Perfusion; Organ procurement; Medicine; Cryopreservation; Lung transplantation; Lung; Ex vivo; Transplantation; Surgery; Anesthesia; In vivo; Internal medicine; Biology; Biotechnology","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":[0.001417497,0.0003779895,0.0006342219,0.0004250787,0.0007661938,0.002323672,0.0006663612,0.001224134,0.006422511],"category_scores_gemma":[0.001225455,0.0001318838,0.0005747536,0.0003163739,0.001107743,0.00238604,0.0009353444,0.00211061,0.002835582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007584955,"about_ca_system_score_gemma":0.0007061546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005821261,"about_ca_topic_score_gemma":0.0009901886,"domain_scores_codex":[0.999584,0.0001047678,0.00003556425,0.00007789623,0.0001348435,0.00006292817],"domain_scores_gemma":[0.9992673,0.0001726279,0.0001755954,0.0000683808,0.000183447,0.0001327157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00357967,0.0006067373,0.01590957,0.005958722,0.0003247801,0.00175391,0.0006221703,0.001347274,0.2291692,0.01817815,0.09453897,0.6280109],"study_design_scores_gemma":[0.0001915866,0.005123303,0.02757185,0.004060668,0.0004708126,0.01231005,0.001644489,0.0022337,0.1746196,0.02368475,0.7477796,0.0003095395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.191909,0.5940383,0.04717185,0.08771323,0.03193596,0.0003297032,0.001188595,0.0007816256,0.04493176],"genre_scores_gemma":[0.6577654,0.2385887,0.01830184,0.04096388,0.01767734,0.0004559195,0.001333422,0.0003052964,0.02460822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006422511,"threshold_uncertainty_score":0.02148545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05754845702982155,"score_gpt":0.2867827161662653,"score_spread":0.2292342591364438,"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."}}