{"id":"W4388284349","doi":"10.1111/tid.14181","title":"Systemic corticosteroids for outpatient respiratory viral infections in lung transplant recipients","year":2023,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Corticosteroid; Outpatient clinic; Internal medicine; Lung transplantation; Population; Respiratory system; Lung; Vital capacity; Lung function; Immunology; Diffusing capacity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004709002,0.0003492512,0.0005403114,0.0007036053,0.0002041657,0.00003437517,0.00009964751,0.0001652465,0.00003865535],"category_scores_gemma":[0.00006551455,0.0003232768,0.0003530873,0.0006256184,0.00006355008,0.0001660376,0.000006774886,0.0003058452,0.00006319135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275178,"about_ca_system_score_gemma":0.0002259258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007890737,"about_ca_topic_score_gemma":0.0001427731,"domain_scores_codex":[0.9975357,0.000183828,0.0007600266,0.0005365083,0.0003657715,0.0006181351],"domain_scores_gemma":[0.9985622,0.0004230778,0.000102354,0.0003533106,0.00009061158,0.0004684436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001776087,0.0005469953,0.9894004,0.001756452,0.0001288957,0.000436633,0.001577083,0.000660356,0.001872959,0.00037348,0.0001273711,0.001343302],"study_design_scores_gemma":[0.009809476,0.0008502944,0.9824527,0.001762928,0.001088092,0.0001904564,0.00005594125,0.002101233,0.0003630586,0.0002226182,0.0005955633,0.0005076736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846215,0.0003473456,0.009496642,0.0001522518,0.001205832,0.002211631,0.001123567,0.0006041183,0.0002371658],"genre_scores_gemma":[0.9969616,0.0005701708,0.00008262251,0.0004464232,0.0001600296,0.0008259921,0.0007159007,0.00006910681,0.0001681829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01234013,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017278957958047,"score_gpt":0.3243109716872257,"score_spread":0.2941381821076452,"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."}}