{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00288553,0.0003003276,0.0003609668,0.001339589,0.0002531667,0.000432091,0.0002316274,0.0002430736,0.0003979025],"category_scores_gemma":[0.006911591,0.0001675407,0.0001409546,0.000571152,0.0002763454,0.0003979886,0.0004370879,0.0004149683,0.0002102949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318937,"about_ca_system_score_gemma":0.0003212582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009749881,"about_ca_topic_score_gemma":0.001755374,"domain_scores_codex":[0.9990911,0.0003856873,0.000149677,0.00006655913,0.0002260195,0.00008086696],"domain_scores_gemma":[0.997579,0.001060315,0.0006372572,0.0001272267,0.0003201133,0.0002759739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004504626,0.00004793571,0.9607158,0.0000495958,0.0000108466,0.0002473304,0.0002346506,0.0001319876,0.004321734,0.00002756928,0.0001306345,0.03363138],"study_design_scores_gemma":[0.00001337426,0.0008327547,0.9873029,0.00007566398,0.00002789158,0.002249561,0.0003949663,0.001811628,0.006339316,0.0000805091,0.0008588017,0.00001260402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935676,0.002447892,0.002308415,0.00008834797,0.00002996764,0.00003956954,0.00005489366,0.00003589469,0.001427448],"genre_scores_gemma":[0.9952095,0.0006117876,0.00388115,0.00004239998,0.00002360479,0.00002392334,0.00004703143,0.000005292232,0.0001553171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00288553,"threshold_uncertainty_score":0.01526034,"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."}}