{"id":"W2943756885","doi":"10.1177/2054358119839080","title":"Infectious Disease Risk in Dialysis Patients: A Transdisciplinary Approach","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; BC Children's Hospital; University Health Network; University of British Columbia","funders":"Kidney Foundation of Canada; Canadian Institutes of Health Research; Canadian Society of Nephrology","keywords":"Medicine; Disease; Intensive care medicine; Kidney disease; Infectious disease (medical specialty); Dialysis; End stage renal disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002873714,0.0004256306,0.001100915,0.0005318404,0.000167671,0.00005568669,0.0002816222,0.0001848031,0.000020413],"category_scores_gemma":[0.007470836,0.0003649561,0.000635941,0.0002550735,0.0001202086,0.00001041531,0.00003451714,0.0003336553,0.000005750408],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444677,"about_ca_system_score_gemma":0.1024589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004281689,"about_ca_topic_score_gemma":0.0002486004,"domain_scores_codex":[0.997417,0.0004476951,0.0008877702,0.0004827763,0.0001889945,0.0005757739],"domain_scores_gemma":[0.9551906,0.00002074048,0.0006288132,0.0004145459,0.0001128973,0.04363238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008364783,0.001170458,0.109698,0.08682445,0.0008304386,0.0003399076,0.000789844,0.00008741898,1.639364e-7,0.00002407962,0.340278,0.4591207],"study_design_scores_gemma":[0.001326862,0.0003411648,0.001421576,0.002977169,0.0010445,0.00001271143,0.00006232347,0.000007198292,1.936755e-8,0.00009339223,0.9922758,0.0004373095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001309449,0.9940998,0.00005014364,0.0004830636,0.000318739,0.0007566691,0.0028587,0.000002538449,0.0001208962],"genre_scores_gemma":[0.002745212,0.991044,0.00003879801,0.003938291,0.0003053141,0.00003998171,0.001744242,0.00005746489,0.00008666354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6519977,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546173368895829,"score_gpt":0.2800134548833717,"score_spread":0.2645517211944134,"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."}}