{"id":"W2803815915","doi":"10.1111/petr.13229","title":"Assignment of cytomegalovirus infection status in infants awaiting solid organ transplant: Viral detection methods as adjuncts to serology","year":2018,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa; Micralyne; University of Toronto; Ottawa Public Health; University of Alberta","funders":"Canadian Blood Services","keywords":"Medicine; Serology; Cytomegalovirus; Clearance; Antibody; Immunology; Human cytomegalovirus; Virology; Pediatrics; Virus; Viral disease; Herpesviridae","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":[0.0009188523,0.0002478787,0.0004723259,0.001232537,0.0001244319,0.00002271009,0.00008268958,0.000259393,0.0002178037],"category_scores_gemma":[0.0001184655,0.0002460986,0.0000990165,0.00121523,0.00006695708,0.0002341113,0.00001512747,0.0003835405,0.0001350959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056911,"about_ca_system_score_gemma":0.0002636443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007841,"about_ca_topic_score_gemma":0.003494442,"domain_scores_codex":[0.9973646,0.0002999128,0.0007321659,0.0004684501,0.0004945745,0.0006403421],"domain_scores_gemma":[0.9989026,0.0002279542,0.0001591106,0.0002132869,0.0002083581,0.000288736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00713229,0.000382577,0.6458025,0.0008800664,0.00007497812,0.00009405197,0.007041123,0.0001883869,0.242576,0.00007042279,0.00001388433,0.09574368],"study_design_scores_gemma":[0.00315508,0.001736824,0.7505241,0.00006547669,0.0002760411,0.0001079339,0.00003479213,0.0005910538,0.2427144,0.00009202419,0.0004761967,0.0002260735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683747,0.0001023203,0.02939492,0.00007556018,0.0003386791,0.0007937241,0.00005447855,0.00007968905,0.0007858956],"genre_scores_gemma":[0.9936267,0.003450549,0.001964147,0.0001767276,0.0005734735,0.0000683238,0.00006847597,0.00004190681,0.00002966939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1047216,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344620379843256,"score_gpt":0.367378864586648,"score_spread":0.3439326607882154,"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."}}