{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009029718,0.0001930169,0.0003381925,0.0002177362,0.0003255159,0.0005107937,0.0002299141,0.0002046239,0.003750711],"category_scores_gemma":[0.0008817663,0.0001046715,0.0005974504,0.0002725584,0.000231561,0.0001988958,0.0004253791,0.0004810353,0.0002756628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004754895,"about_ca_system_score_gemma":0.0006396662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008967842,"about_ca_topic_score_gemma":0.001262207,"domain_scores_codex":[0.9997758,0.00004734416,0.00002642352,0.00004595247,0.00004535089,0.00005896899],"domain_scores_gemma":[0.9990332,0.0002557427,0.0003874359,0.0000914923,0.00005138835,0.0001808265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003610727,0.00009330482,0.9911583,0.00004462428,0.0001056242,0.0006547124,0.00004665902,0.0003905967,0.0009001081,0.0001131957,0.0001713074,0.005960442],"study_design_scores_gemma":[0.00007067041,0.001195332,0.9809633,0.00008530155,0.0001906286,0.01002552,0.0002966855,0.003030628,0.001699511,0.0007002893,0.001729056,0.00001298323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981516,0.0003741983,0.0005840838,0.00005979364,0.0000161941,0.00001539581,0.0002067829,0.000007617613,0.0005842565],"genre_scores_gemma":[0.999207,0.0001602876,0.0001532647,0.00003385753,0.00001825719,0.000007699678,0.0002099446,0.000001529554,0.0002083608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003750711,"threshold_uncertainty_score":0.01254737,"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."}}