{"id":"W4415217717","doi":"10.1016/j.jhlto.2025.100409","title":"Pretransplant screening for infections in lung and heart transplant candidates","year":2025,"lang":"en","type":"review","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lung; Lung transplantation; Disease; Solid organ; Infectious disease (medical specialty); Heart-Lung Transplantation; Transplantation; Organ transplantation","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":[0.0013987,0.0005757383,0.001096015,0.002311105,0.0002517831,0.0009891004,0.0007143895,0.0009563335,0.003232151],"category_scores_gemma":[0.005475586,0.0002067806,0.001195541,0.001665975,0.0002600652,0.0009763667,0.0005706623,0.001165027,0.0006615625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656132,"about_ca_system_score_gemma":0.001903942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198712,"about_ca_topic_score_gemma":0.002997106,"domain_scores_codex":[0.9991776,0.000239504,0.0002115674,0.00008264865,0.0002406724,0.00004797765],"domain_scores_gemma":[0.9979281,0.001277367,0.0003676548,0.00003060109,0.0003213156,0.0000749044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008970994,0.00006940343,0.002685403,0.0512343,0.0003145794,0.0002127061,0.0001155509,0.0001531219,0.000187654,0.001299565,0.01854689,0.9250913],"study_design_scores_gemma":[0.0000749669,0.0002943336,0.01998713,0.2228867,0.002376765,0.006272512,0.0005364849,0.0002224914,0.0005815053,0.003052799,0.7436295,0.00008485081],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000191808,0.9984244,0.00009212277,0.0004732676,0.0001314055,0.000008834617,0.00003732508,0.000004379037,0.000636561],"genre_scores_gemma":[0.001558735,0.9976773,0.0002093231,0.0002630074,0.0001073516,0.00001490149,0.0000526832,0.000001349814,0.0001154019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003232151,"threshold_uncertainty_score":0.01081264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08451200412561191,"score_gpt":0.4558754634726343,"score_spread":0.3713634593470224,"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."}}