{"id":"W2336484441","doi":"10.1111/tid.12505","title":"Epidemiology and risk factors for nosocomial bloodstream infections in solid organ transplants over a 10‐year period","year":2016,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Epidemiology; Internal medicine; Transplantation; Organ transplantation; Antibiotics; Candida albicans; Microbiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003735505,0.0002985252,0.0006016986,0.0003471419,0.0002208496,0.00001374877,0.00007264797,0.0002015499,0.000950314],"category_scores_gemma":[0.0004122826,0.0002044103,0.00023975,0.0001912328,0.0002099822,0.0001249455,0.00001277374,0.0002736108,0.00004835908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094761,"about_ca_system_score_gemma":0.0002370345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169408,"about_ca_topic_score_gemma":0.002187414,"domain_scores_codex":[0.998025,0.0001808241,0.0004481935,0.0005163416,0.0001595386,0.0006701198],"domain_scores_gemma":[0.997893,0.001014849,0.00007755575,0.0002685195,0.0000638444,0.0006821749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00194284,0.0007123575,0.9933779,0.0002381925,0.0001939063,0.00007002857,0.0004231608,0.000007249209,0.001236827,0.0001969461,0.0001310147,0.001469542],"study_design_scores_gemma":[0.0122766,0.0009536534,0.9817526,0.0003191064,0.0005997844,0.00008906941,0.00003200777,0.000136624,0.0005459187,0.0006016748,0.002327916,0.0003650625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944966,0.0001831448,0.0007793725,0.0003848689,0.0001097057,0.001094114,0.002579094,0.0001281899,0.0002448936],"genre_scores_gemma":[0.9964486,0.002660889,0.00002371323,0.00008520532,0.0001674751,0.0001829907,0.000106096,0.00004791851,0.0002770638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162535,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677727701474527,"score_gpt":0.3233322969040585,"score_spread":0.2965550198893133,"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."}}