{"id":"W4391820123","doi":"10.1111/tid.14251","title":"Management of infectious disease syndromes in thoracic organ transplants and mechanical circulatory device recipients: a Delphi panel","year":2024,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Intensive care medicine; Circulatory system; Disease; Delphi; Infectious disease (medical specialty); Pathology; Internal medicine","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":[0.0004140379,0.0004183793,0.0005989971,0.0005273517,0.00009325548,0.00004730905,0.0001096171,0.0001304958,0.0001164496],"category_scores_gemma":[0.00001622409,0.0003747424,0.0002568787,0.0006530356,0.0001119171,0.0002291617,0.00001499298,0.0003540059,0.00002403279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141699,"about_ca_system_score_gemma":0.0001748639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000098273,"about_ca_topic_score_gemma":0.00009122747,"domain_scores_codex":[0.9974881,0.0001954921,0.0006701677,0.0007071497,0.0004812928,0.000457826],"domain_scores_gemma":[0.9985768,0.0002214989,0.00005519884,0.0003680594,0.00005080859,0.0007276383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003436416,0.001656964,0.9123575,0.03069195,0.001325374,0.02149005,0.002290271,0.0002383204,0.001642869,0.00689689,0.00001169919,0.0179617],"study_design_scores_gemma":[0.003174447,0.0002132369,0.9818272,0.006555369,0.003706601,0.0006748144,0.00009004759,0.001133193,0.0002467501,0.001719662,0.0001267229,0.0005319475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884202,0.003806762,0.004865537,0.000240039,0.000449482,0.00099717,0.0005262723,0.0003724008,0.0003221111],"genre_scores_gemma":[0.9932992,0.005697182,0.0002965078,0.0001919383,0.00005254197,0.0001189619,0.000210415,0.00007195621,0.00006130135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06946972,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756537748984475,"score_gpt":0.3279700793298875,"score_spread":0.2904047018400427,"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."}}