{"id":"W2896014047","doi":"10.14740/cii.v3i3-4.68","title":"CMV Reactivation in Myeloma Patients","year":2018,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Medicine; Cytomegalovirus; Chemotherapy; Incidence (geometry); Internal medicine; Immunology; Virology; Oncology; Viral disease; Herpesviridae; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219575,0.0001804933,0.0003372364,0.0007146989,0.0007466453,0.0006336301,0.0001681354,0.0005245666,0.00198198],"category_scores_gemma":[0.001196513,0.0001555166,0.000272841,0.0009305905,0.0002368723,0.0004355602,0.0003612233,0.0006058791,0.0002253968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908136,"about_ca_system_score_gemma":0.0003083636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419941,"about_ca_topic_score_gemma":0.0008150762,"domain_scores_codex":[0.9997565,0.00004280717,0.00003054538,0.00004112519,0.00005605676,0.00007302692],"domain_scores_gemma":[0.9996614,0.00006211799,0.0001205779,0.00001381152,0.00002383792,0.0001181631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002831456,0.00005617562,0.9749354,0.00006132354,0.00003755449,0.009010943,0.0003642801,0.00004553655,0.0009513904,0.000104944,0.0005968006,0.01355261],"study_design_scores_gemma":[0.00002816962,0.0003732802,0.9261231,0.0001339383,0.0001366035,0.06723341,0.001050457,0.0002168718,0.0006793994,0.0003622161,0.003639654,0.00002290667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884508,0.006828988,0.0001276951,0.0005123329,0.00004661093,0.000015987,0.0001489422,0.00001698134,0.003851638],"genre_scores_gemma":[0.9980364,0.001381052,0.00006970899,0.0001696119,0.00006583896,0.000005323314,0.00007747241,0.000001618226,0.0001929218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00198198,"threshold_uncertainty_score":0.006630361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09205935805249035,"score_gpt":0.4322693198569035,"score_spread":0.3402099618044131,"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."}}