{"id":"W2557549690","doi":"10.1111/tid.12645","title":"Use of organs from donors with bloodstream infection, pneumonia, and influenza: Results of a survey of infectious diseases practitioners","year":2016,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health; American Society of Transplantation","keywords":"Medicine; Pneumonia; Intensive care medicine; Organ transplantation; Infectious disease (medical specialty); Transplantation; Intensive care unit; Infection control; Immunology; Organ donation; Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0002223386,0.0003048622,0.0007097634,0.0003176967,0.00006574982,0.00001299101,0.00005194433,0.0001093161,0.0000396905],"category_scores_gemma":[0.000449459,0.0002040166,0.000143737,0.0004632714,0.0003772062,0.0003661278,0.000009842339,0.0001206651,0.000001853106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003768991,"about_ca_system_score_gemma":0.0003487507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02259951,"about_ca_topic_score_gemma":0.00525025,"domain_scores_codex":[0.9979219,0.0003062793,0.0007773767,0.0004045638,0.0003596641,0.0002301655],"domain_scores_gemma":[0.9965738,0.001690196,0.0004953386,0.000415292,0.0004541723,0.0003711811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006685269,0.0009230075,0.9811407,0.0006505001,0.0006131441,0.0000484647,0.0004463063,0.00008512472,0.008202379,0.00007080839,0.00001544536,0.001118904],"study_design_scores_gemma":[0.007941999,0.000820286,0.9812848,0.001008311,0.002030941,0.0000531932,0.00001065198,0.000008416555,0.006422625,0.0001153493,0.00006528688,0.0002381725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867862,0.0001616211,0.002678453,0.00009034455,0.00009362557,0.0005182295,0.009499611,0.0001064711,0.00006547309],"genre_scores_gemma":[0.9972017,0.001981142,0.0002711911,0.00007044351,0.00002950848,0.00002593077,0.0003575118,0.0000389886,0.00002360716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01734926,"threshold_uncertainty_score":0.9839091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250889186907068,"score_gpt":0.2851036733605629,"score_spread":0.2525947814914922,"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."}}