{"id":"W2734970787","doi":"10.1111/tid.12746","title":"Transplant center support for infectious diseases","year":2017,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Subspecialty; Center of excellence; Transplantation; Excellence; Family medicine; Organ transplantation; Intensive care medicine; Surgery","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":[0.00008111873,0.000397945,0.0005208924,0.0001356843,0.0007312232,0.0001466006,0.0001652148,0.00009963183,0.0003786592],"category_scores_gemma":[0.00005201552,0.0003288262,0.0006384869,0.00004360513,0.0001398111,0.0002117972,0.00001305014,0.0001304296,0.0001294255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085887,"about_ca_system_score_gemma":0.0001911936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008589122,"about_ca_topic_score_gemma":0.0001169127,"domain_scores_codex":[0.9982185,0.00002848215,0.0003480891,0.0005567536,0.0002951694,0.0005530139],"domain_scores_gemma":[0.9978994,0.0001158748,0.000141639,0.0008462935,0.00009909391,0.0008976739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166916,0.003399326,0.9886735,0.0005460688,0.0005117573,0.0008103999,0.0001375383,0.00001366922,0.00005542924,0.0006917759,0.001128551,0.002865066],"study_design_scores_gemma":[0.01302085,0.000956165,0.9704937,0.0003802576,0.003093835,0.0001864648,0.000005649278,0.000104624,0.0004201551,0.0006161319,0.01026431,0.0004578436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981684,0.0005203614,0.001036202,0.001358551,0.0009563992,0.002312183,0.0049196,0.0005114332,0.006701215],"genre_scores_gemma":[0.9948732,0.001322312,0.00001566265,0.001074999,0.0003297249,0.0007860178,0.001226683,0.00007018491,0.0003011941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817979,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022254028139156,"score_gpt":0.3203585769336705,"score_spread":0.2801360366522789,"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."}}