{"id":"W4406525487","doi":"10.1111/ctr.70083","title":"Negative Pressure Ventilation Ex‐Situ Lung Perfusion Preserves Porcine and Human Lungs for 36‐Hours","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; Canadian VIGOUR Centre; Translational Research in Oncology; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta","keywords":"Medicine; Lung; Ventilation (architecture); Perfusion; Human lung; Lung transplantation; Pathology; Anesthesia; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004454578,0.0003305908,0.0002390615,0.0000807837,0.0001369665,0.0003612185,0.0002605568,0.000266127,0.002448953],"category_scores_gemma":[0.0001962607,0.00008565665,0.0002277287,0.00005484072,0.0004318338,0.0002954263,0.0002149431,0.00050289,0.0003834526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294073,"about_ca_system_score_gemma":0.0002059607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217144,"about_ca_topic_score_gemma":0.0001516609,"domain_scores_codex":[0.9997932,0.00003688684,0.00001615655,0.0000658906,0.00005518986,0.00003255888],"domain_scores_gemma":[0.9998716,0.00002353282,0.00003964747,0.00002773065,0.00001646392,0.00002098548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006412602,0.00007234295,0.0007899895,0.00008223934,0.000006951387,0.00009801134,0.00003941524,0.0001307215,0.9920481,0.00006890752,0.00009516296,0.00592697],"study_design_scores_gemma":[0.00008022164,0.008743861,0.02941693,0.00004483662,0.00004680876,0.001579016,0.00009356936,0.001396823,0.950311,0.0001139043,0.008153267,0.00001978227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770696,0.002185052,0.01778901,0.000128464,0.00008269986,0.0001997909,0.0002990342,0.0001457532,0.002100695],"genre_scores_gemma":[0.9910249,0.0007852045,0.005753564,0.0001136986,0.00004322791,0.0002774315,0.0005441565,0.00002828539,0.001429458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002448953,"threshold_uncertainty_score":0.008192539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05487314133219685,"score_gpt":0.448491677314346,"score_spread":0.3936185359821492,"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."}}