{"id":"W2516350958","doi":"10.1111/petr.12786","title":"A risk‐stratified approach to cytomegalovirus prevention in pediatric solid organ transplant recipients","year":2016,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Medicine; Serostatus; Immunosuppression; Cytomegalovirus; Neutropenia; Transplantation; Internal medicine; Organ transplantation; Adverse effect; Immunology; Surgery; Toxicity; Viral disease; Herpesviridae; Viral load; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007622318,0.0003261703,0.0004589964,0.001222771,0.0001254894,0.00004647809,0.0002070061,0.0002498512,0.0001348946],"category_scores_gemma":[0.00007857464,0.0002465619,0.0001661213,0.001534029,0.00002939778,0.0003210067,0.00001394315,0.0003789469,0.0004285819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214008,"about_ca_system_score_gemma":0.0003093375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002272678,"about_ca_topic_score_gemma":0.000320724,"domain_scores_codex":[0.9967838,0.000193688,0.0007839545,0.0007421046,0.0007941186,0.0007023381],"domain_scores_gemma":[0.9987505,0.0001928469,0.0001557887,0.0003474895,0.0001253959,0.0004279785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00282123,0.0009609403,0.9798684,0.0004338171,0.00003313661,0.0001209971,0.001995577,0.00004559952,0.002770277,0.00009196775,0.0002296611,0.01062841],"study_design_scores_gemma":[0.006179004,0.0004785239,0.9896778,0.000073265,0.0005278594,0.00008851678,0.00001553515,0.0000797828,0.002232485,0.0001657735,0.0001143072,0.0003670936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808194,0.0001639896,0.01453576,0.0002236869,0.0001797245,0.001399646,0.0002414167,0.0001291619,0.002307221],"genre_scores_gemma":[0.9783202,0.0186951,0.001301605,0.00006185938,0.0005694885,0.0002067537,0.0001511728,0.00005866067,0.0006351701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853111,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667002542193308,"score_gpt":0.30495521261168,"score_spread":0.2782851871897469,"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."}}