{"id":"W2267231165","doi":"10.1111/ajt.13600","title":"Lungs From the Controlled Donation After Circulatory Determination of Death Donor: Perspectives From the United States and Beyond","year":2016,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Donation; Medicine; Organ donation; Circulatory system; Transplantation; Lung; Lung transplantation; Heart transplants; Surgery; Heart transplantation; Intensive care medicine; Internal medicine; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005174608,0.0002767784,0.0007889596,0.0001864422,0.0001015291,0.00004855529,0.0001693631,0.0001545363,0.00005967278],"category_scores_gemma":[0.00006117322,0.0001373463,0.0002875674,0.0001660853,0.0004448573,0.0001777655,0.000004436392,0.0006545112,0.000001042827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008022432,"about_ca_system_score_gemma":0.0001428075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021871,"about_ca_topic_score_gemma":0.00006498853,"domain_scores_codex":[0.997665,0.0005540784,0.0007707197,0.0002294866,0.0006071457,0.0001735834],"domain_scores_gemma":[0.9938691,0.004197046,0.001217913,0.0002065241,0.0004543336,0.00005506537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05169087,0.0003282196,0.4744136,0.001086236,0.01036965,0.001964718,0.2803867,0.00007472774,0.01443945,0.0002838379,0.01274591,0.1522161],"study_design_scores_gemma":[0.01698682,0.001085315,0.9495193,0.002099124,0.01051045,0.0004745637,0.00662506,0.0003000611,0.0007443035,0.002335439,0.008806273,0.0005133038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902867,0.001861486,0.02696317,0.1790449,0.0002576138,0.0005110529,0.001033854,0.00001264893,0.00002857888],"genre_scores_gemma":[0.8517611,0.01570375,0.01220523,0.1164444,0.002309184,0.00003727772,0.001419096,0.00007694389,0.00004299468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751057,"threshold_uncertainty_score":0.560082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039661229768932,"score_gpt":0.2721902737383964,"score_spread":0.261793661440707,"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."}}