{"id":"W4387568532","doi":"10.3390/jcm12206492","title":"Uncontrolled Donation after Circulatory Death Only Lung Program: An Urgent Opportunity","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Donation; Lung; Lung transplantation; Ventilation (architecture); Intensive care medicine; Organ donation; Emergency medicine; Surgery; Transplantation; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01001256,0.0004899891,0.00635402,0.0005889355,0.00005289412,0.00001800112,0.0002766807,0.0006760046,0.0009113716],"category_scores_gemma":[0.01341126,0.0002743583,0.001845036,0.0004185949,0.0001773173,0.0001430078,0.00002496564,0.002034754,0.00001507976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415071,"about_ca_system_score_gemma":0.004722571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001137408,"about_ca_topic_score_gemma":0.00001305216,"domain_scores_codex":[0.9908106,0.001381851,0.005775966,0.0003966371,0.001293646,0.0003413201],"domain_scores_gemma":[0.9897664,0.0033221,0.003039434,0.000492966,0.0006905097,0.002688604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006497038,0.0005060457,0.005356567,0.01237555,0.001505832,0.001936893,0.00005801178,2.244483e-7,1.365005e-7,0.00006005438,0.000817964,0.976733],"study_design_scores_gemma":[0.0082715,0.003750069,0.05192741,0.05143599,0.01982918,0.001712087,0.00004606395,0.00003419591,4.608836e-8,0.0001895528,0.8624793,0.0003246033],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004979635,0.9911782,0.0003961216,0.001666387,0.003977905,0.001721143,0.00002054459,0.00008842524,0.0004533133],"genre_scores_gemma":[0.0001854863,0.9870344,0.003742505,0.001626388,0.006577862,0.00004772166,0.0001012455,0.00009350425,0.0005908195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9764084,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3955450478687814,"score_gpt":0.5830458534652557,"score_spread":0.1875008055964743,"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."}}