{"id":"W4413419778","doi":"10.1097/txd.0000000000001855","title":"Platelet Activation on Lung Function During Ex Vivo Lung Perfusion, Lung Transplantation, and the Role of Antiplatelet Therapy: A Narrative Review","year":2025,"lang":"en","type":"review","venue":"Transplantation Direct","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lung transplantation; Lung; Ex vivo; Cardiology; Platelet; Lung function; Internal medicine; In vivo","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001058002,0.0008240284,0.002740259,0.0005889252,0.0003878307,0.00004795265,0.000200637,0.0004097981,0.0002223693],"category_scores_gemma":[0.00007694837,0.0005407708,0.0007208113,0.000950209,0.0001729399,0.0002692034,0.00000860511,0.0006698127,0.000003933473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152315,"about_ca_system_score_gemma":0.0003200334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006845281,"about_ca_topic_score_gemma":0.00001291051,"domain_scores_codex":[0.9954433,0.001182856,0.00152349,0.0008025352,0.0006773579,0.0003704647],"domain_scores_gemma":[0.9963245,0.002061211,0.0007920057,0.0004652598,0.0002389601,0.0001180229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01151793,0.0002650042,0.0004376507,0.5159965,0.002550803,0.0001233989,0.01255638,0.00003007967,0.0005475168,0.001154381,0.0003804999,0.4544399],"study_design_scores_gemma":[0.03609261,0.0007218187,0.006590409,0.7916269,0.03976906,0.0019105,0.0008327987,0.000432274,0.01228478,0.0001894545,0.1067319,0.002817495],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003074877,0.9868369,0.001003771,0.0002222483,0.0002729134,0.005030872,0.0004006185,0.0001548819,0.003002953],"genre_scores_gemma":[0.003706105,0.9931008,0.0002412183,0.0003337624,0.0001335485,0.0004071644,0.001553679,0.00007994163,0.0004437316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4516224,"threshold_uncertainty_score":0.9997044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687588710782851,"score_gpt":0.328139728813044,"score_spread":0.3112638417052155,"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."}}