{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007555078,0.0001829633,0.0004512664,0.0001334201,0.0002056453,0.00003355303,0.00007101503,0.0002243724,0.00004297012],"category_scores_gemma":[0.0001609569,0.000158079,0.0001911841,0.0001567439,0.0001163988,0.0001986092,0.000007993595,0.0002291518,0.000002083305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001439968,"about_ca_system_score_gemma":0.00005834621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003453034,"about_ca_topic_score_gemma":0.00005380846,"domain_scores_codex":[0.998346,0.0001730966,0.0006813693,0.0004228595,0.0001830544,0.0001936305],"domain_scores_gemma":[0.998278,0.001130673,0.0001432944,0.0001823324,0.0001552605,0.0001104224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007221555,0.0004271021,0.948771,0.004108635,0.0003940526,0.00002398725,0.001627935,0.00004547514,0.01643013,0.00543273,0.0007223705,0.01479503],"study_design_scores_gemma":[0.007431976,0.0003199175,0.9775024,0.0007725104,0.001952192,0.00001172948,0.0001000523,0.000929,0.008751244,0.001356046,0.0007183586,0.0001545574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968377,0.0006071683,0.09726681,0.001532819,0.0004945731,0.001617995,0.0001123322,0.0001129134,0.001417706],"genre_scores_gemma":[0.9805512,0.0009222245,0.01501124,0.0004018,0.0002129771,0.00005665435,0.0005911868,0.00002110713,0.002231574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08371355,"threshold_uncertainty_score":0.6446275,"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."}}