{"id":"W4409801995","doi":"10.1111/ctr.70162","title":"Lung Transplantation From Donors With a History of Substance Use","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Lung transplantation; Hazard ratio; Internal medicine; Odds ratio; Lung; Surgery; Transplantation; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0003804899,0.0001992778,0.000559359,0.0001634588,0.000036937,0.000009826442,0.00009204506,0.0001972796,0.00008113193],"category_scores_gemma":[0.00003142478,0.0001635664,0.0002035866,0.0002375577,0.0002199846,0.0002558992,9.718732e-7,0.0002819437,0.000004510588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035763,"about_ca_system_score_gemma":0.0002678904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003531945,"about_ca_topic_score_gemma":0.0005929826,"domain_scores_codex":[0.9980251,0.0002119157,0.0008951933,0.0004116779,0.0002737608,0.0001823076],"domain_scores_gemma":[0.9976063,0.001666195,0.0001955114,0.0002764796,0.0001509847,0.0001045156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01040042,0.0002996939,0.9729905,0.001567707,0.0003928595,0.0001863652,0.002654349,0.00005760299,0.003989558,0.001900522,0.0002958493,0.005264604],"study_design_scores_gemma":[0.006994432,0.0002240854,0.9845605,0.001050819,0.002105162,0.00002276416,0.00005657309,0.0002936963,0.003453642,0.0002006159,0.0008545946,0.0001830525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050893,0.0005468981,0.1904876,0.0002605921,0.0005535834,0.0004348557,0.0001558776,0.00008324027,0.002388029],"genre_scores_gemma":[0.9179999,0.01157764,0.06620256,0.001021331,0.0001089449,0.00003709414,0.0009894356,0.00002885334,0.002034242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242851,"threshold_uncertainty_score":0.6670046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0803342383476659,"score_gpt":0.3816175213647655,"score_spread":0.3012832830170996,"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."}}