{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002848243,0.0001574676,0.0002056777,0.0009616553,0.0003103287,0.0004883003,0.0003208019,0.0007744543,0.001375659],"category_scores_gemma":[0.007042873,0.000219512,0.0004521753,0.001229137,0.0003638075,0.0008111004,0.0007679175,0.0005621923,0.0003362927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017887,"about_ca_system_score_gemma":0.000598142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006964837,"about_ca_topic_score_gemma":0.006647203,"domain_scores_codex":[0.9982312,0.0006538252,0.0003343067,0.0002166429,0.0003235959,0.000240527],"domain_scores_gemma":[0.9900104,0.00267843,0.004184969,0.0003121273,0.00146662,0.001347411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002303442,0.00004570089,0.9981346,0.00001800258,0.00001456822,0.00002865589,0.0005515464,0.00002009444,0.00007588744,0.000004704933,0.0001100676,0.0009731691],"study_design_scores_gemma":[0.000004182406,0.0001672559,0.9977695,0.00001547018,0.000008545159,0.0001221,0.001612803,0.00007627782,0.00002541097,0.000003783024,0.0001912365,0.000003443698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985702,0.0001840726,0.00007682757,0.0001359259,0.000004574113,0.00002249204,0.0004215187,0.000002790026,0.0005816034],"genre_scores_gemma":[0.9990841,0.0001725031,0.0001185844,0.0001672474,0.000009474579,0.00002712844,0.0002949362,0.000001575588,0.000124338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006964837,"threshold_uncertainty_score":0.01506311,"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."}}