{"id":"W2079000107","doi":"10.1097/tp.0b013e3181ea3955","title":"An International Survey of Cytomegalovirus Management Practices in Lung Transplantation","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Valganciclovir; Medicine; Bronchoalveolar lavage; Lung transplantation; Immunosuppression; Ganciclovir; Transplantation; Cytomegalovirus; Internal medicine; Viremia; Population; Immunology; Human cytomegalovirus; Lung; Antibody; Virus; Viral disease; Herpesviridae","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":[0.001278604,0.0001659761,0.0001599324,0.00098812,0.0001988985,0.0004345315,0.0003203658,0.0004032328,0.001477729],"category_scores_gemma":[0.003072861,0.0001594567,0.0002087125,0.001518559,0.000241084,0.0005673922,0.0005491679,0.0004413903,0.0002680105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964556,"about_ca_system_score_gemma":0.0005002054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316684,"about_ca_topic_score_gemma":0.003361752,"domain_scores_codex":[0.9989097,0.0003597953,0.0002032804,0.0001504686,0.0002227726,0.0001539779],"domain_scores_gemma":[0.9946219,0.0007705021,0.003219302,0.0001912877,0.0004414796,0.0007556684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001371422,0.00003067457,0.9979305,0.00001312974,0.000008647258,0.00001905381,0.0001258682,0.00001877344,0.00006673374,0.000006623952,0.0002038268,0.001562521],"study_design_scores_gemma":[0.000002037365,0.00004573429,0.9992719,0.00001078334,0.000003321104,0.00006683237,0.0002723651,0.00006599362,0.00002880187,0.000003147659,0.0002275889,0.000001383819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976116,0.0002631017,0.0001179809,0.0002054221,0.000005482809,0.00002447999,0.0008639517,0.000009375934,0.0008985582],"genre_scores_gemma":[0.9987949,0.0002037005,0.0001082303,0.0001532927,0.000008665566,0.00002403264,0.0005506694,0.00000220636,0.0001542306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004316684,"threshold_uncertainty_score":0.008583128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397213277738492,"score_gpt":0.3843533470226867,"score_spread":0.3403812142453018,"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."}}