{"id":"W4397007674","doi":"10.51731/cjht.2024.895","title":"Newborn Screening for Congenital Cytomegalovirus","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Cytomegalovirus; Medicine; Virology; Cytomegalovirus infections; Pediatrics; Human cytomegalovirus; Virus; Herpesviridae; Viral disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009766172,0.0001457401,0.0004567679,0.001419669,0.00025173,0.0001344806,0.0002420776,0.0001846363,0.00006413931],"category_scores_gemma":[0.0005812317,0.0001178877,0.0002081526,0.0005474387,0.0002369053,0.0001630441,0.00001982696,0.0007189529,0.00002064936],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004726989,"about_ca_system_score_gemma":0.005826176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703138,"about_ca_topic_score_gemma":0.00336287,"domain_scores_codex":[0.9983072,0.00002368418,0.0005740658,0.0001824924,0.0002227359,0.0006898279],"domain_scores_gemma":[0.9991165,0.000144661,0.0001136364,0.0002107785,0.0001716023,0.0002428562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006083717,0.000008036239,0.0008042234,0.0002849642,0.0001286509,0.0004898256,0.0001360126,0.000003001084,0.0001404793,0.001310848,0.02087709,0.975756],"study_design_scores_gemma":[0.0005523627,0.0008016681,0.001951683,0.0004375494,0.00003094397,0.0008978032,0.001073773,0.0002278962,0.0005243805,0.001090942,0.9923074,0.000103624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0896908,0.6083966,0.03550094,0.2582284,0.001875261,0.002204445,0.0004486822,0.0007915014,0.002863399],"genre_scores_gemma":[0.9894333,0.0006574334,0.008859234,0.0005993448,0.00008242753,0.00001541383,0.000006251022,0.0000402946,0.0003063387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9756524,"threshold_uncertainty_score":0.9998099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07184159967942559,"score_gpt":0.3614588832994868,"score_spread":0.2896172836200612,"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."}}