{"id":"W2892324134","doi":"10.1111/petr.13276","title":"Pediatric transplantation case conference: Update on cytomegalovirus","year":2018,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cytomegalovirus; Transplantation; Intensive care medicine; Cytomegalovirus infections; Cytomegalovirus infection; Multidisciplinary approach; Organ transplantation; Pediatrics; Human cytomegalovirus; Human immunodeficiency virus (HIV); Immunology; Herpesviridae; Virus; Viral disease; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004303836,0.0003616555,0.0003875656,0.0008828815,0.0003736579,0.0001018684,0.0001504304,0.0002692092,0.001249583],"category_scores_gemma":[0.00003057563,0.0003324845,0.0001668368,0.001041756,0.0001045131,0.000318662,0.000009382486,0.0005000134,0.002122475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009986641,"about_ca_system_score_gemma":0.0003327054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861187,"about_ca_topic_score_gemma":0.0002810553,"domain_scores_codex":[0.9972019,0.0001198446,0.0005952422,0.0006503436,0.0007973065,0.0006353648],"domain_scores_gemma":[0.9985486,0.0001814719,0.000147049,0.0003632903,0.0003636645,0.0003959484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0409657,0.004510703,0.7280347,0.01451894,0.0005129903,0.0849129,0.02270996,0.0001638923,0.00609986,0.008953831,0.01694142,0.07167505],"study_design_scores_gemma":[0.03104358,0.007355394,0.8779506,0.0001733014,0.008171011,0.03044241,0.0002285082,0.002693444,0.02668088,0.001011654,0.01138172,0.002867502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877126,0.0002710435,0.002668915,0.0003651727,0.000401078,0.0007697641,0.0003768204,0.0002427956,0.007191803],"genre_scores_gemma":[0.9578864,0.03750496,0.0005682901,0.000448621,0.002770299,0.00006461985,0.0004165619,0.00006109578,0.0002791751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1499158,"threshold_uncertainty_score":0.9999127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355893611784725,"score_gpt":0.3189695268032903,"score_spread":0.2854105906854431,"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."}}