{"id":"W4410053692","doi":"10.1016/j.ajt.2025.04.022","title":"Active smokers should not be denied access to lung transplantation","year":2025,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Intensive care medicine; Lung; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256005,0.0001810445,0.0006169333,0.0004488777,0.001885643,0.001591835,0.000637344,0.003413353,0.00851115],"category_scores_gemma":[0.008080545,0.0001693718,0.000465151,0.0003658865,0.0007548533,0.001104442,0.0007669536,0.00296356,0.001942219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724547,"about_ca_system_score_gemma":0.001811479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713036,"about_ca_topic_score_gemma":0.00493866,"domain_scores_codex":[0.9986651,0.0003685831,0.00009949574,0.0001059474,0.0004478476,0.0003129291],"domain_scores_gemma":[0.9960126,0.001041682,0.0004392363,0.0003009708,0.000524965,0.00168064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002039686,0.003224349,0.6329514,0.0003754605,0.0001785324,0.003250947,0.001400405,0.00009146002,0.002944112,0.005321947,0.08413283,0.2640888],"study_design_scores_gemma":[0.000604666,0.003266869,0.7358323,0.001912691,0.0003774021,0.01091055,0.004887499,0.0006776512,0.003457516,0.01929257,0.21865,0.0001302874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7082435,0.01092328,0.002455847,0.1474619,0.01358863,0.0003342528,0.001147281,0.0002090087,0.1156363],"genre_scores_gemma":[0.9184827,0.003843143,0.001655637,0.03723343,0.00515235,0.0001963917,0.0004720556,0.00003301278,0.03293137],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00851115,"threshold_uncertainty_score":0.02847266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548946563442217,"score_gpt":0.4080670484978588,"score_spread":0.3625775828634366,"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."}}