{"id":"W2804782486","doi":"10.1111/tid.12915","title":"Training in transplant infectious diseases: A survey of infectious diseases and transplant infectious diseases fellows in the United States and Canada","year":2018,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Infectious disease (medical specialty); Family medicine; Transplantation; Phone; Gerontology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001273906,0.0001638094,0.00023502,0.001351772,0.001724821,0.0009361744,0.0006513437,0.0003758635,0.002187964],"category_scores_gemma":[0.003464892,0.0002056004,0.0002508981,0.002611576,0.0007419158,0.000466104,0.001141463,0.0005364484,0.0002197199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006962144,"about_ca_system_score_gemma":0.01490909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8538729,"about_ca_topic_score_gemma":0.9149951,"domain_scores_codex":[0.9986151,0.0001312811,0.0001346565,0.0001210054,0.0005320902,0.0004657845],"domain_scores_gemma":[0.9934622,0.0003834759,0.001218004,0.00006888877,0.001556595,0.003310755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001959757,0.00004217605,0.9928542,0.00003902399,0.000009932588,0.0001085272,0.001608993,0.00002958826,0.0001252309,0.00002676122,0.001084737,0.004051248],"study_design_scores_gemma":[0.000003110348,0.00003181697,0.9896078,0.00004364686,0.000005380205,0.0001629575,0.008534189,0.0001006786,0.00004062635,0.000007112214,0.00145634,0.000006358322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946647,0.0005845678,0.0000986064,0.0008388413,0.00001892425,0.0000568822,0.001058291,0.00000987622,0.002669303],"genre_scores_gemma":[0.997427,0.0009360281,0.0001608255,0.0004107813,0.00001032681,0.00002118361,0.0004005143,0.000005198416,0.0006280582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461271,"threshold_uncertainty_score":0.2939753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00967250807133831,"score_gpt":0.2186973157446144,"score_spread":0.2090248076732761,"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."}}