{"id":"W4200328347","doi":"10.1016/j.jtcvs.2021.12.023","title":"Commentary: A sobering reality: Donor lungs declined in the United States transplanted successfully in Canada","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung transplantation; Lung; Extracorporeal membrane oxygenation; Transplantation; Single Center; Incidence (geometry); Surgery; Demography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003762563,0.000495319,0.001482231,0.0008302772,0.009745147,0.004877343,0.002866574,0.06341521,0.006190561],"category_scores_gemma":[0.02862302,0.0005946723,0.001133321,0.001657224,0.003924441,0.002712273,0.001536299,0.04829809,0.002011018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02065918,"about_ca_system_score_gemma":0.05020882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3956618,"about_ca_topic_score_gemma":0.5003925,"domain_scores_codex":[0.9953727,0.0009515531,0.0005088309,0.0005151161,0.00138125,0.001270554],"domain_scores_gemma":[0.9760775,0.01002738,0.001482987,0.0002765498,0.00610452,0.006031185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004714986,0.00001614398,0.001630933,0.00005019665,0.00001772846,0.0009498098,0.0003266049,0.00003982217,0.00004945407,0.001129077,0.9932402,0.002502874],"study_design_scores_gemma":[0.0002175569,0.0000756689,0.008574399,0.001389924,0.0001502326,0.002598683,0.006743345,0.0006646597,0.0003315661,0.005551923,0.9734511,0.0002509092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006894163,0.0005535911,0.00001532007,0.9877907,0.009757305,0.000005805107,0.00007996564,0.00000623741,0.001101565],"genre_scores_gemma":[0.00681666,0.0009743145,0.00006018866,0.9715567,0.01733739,0.00001851553,0.00004088723,0.00001746273,0.003177902],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6043382,"threshold_uncertainty_score":0.7867176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537592221210942,"score_gpt":0.2955124055509162,"score_spread":0.2601364833388068,"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."}}