{"id":"W4398238741","doi":"10.51731/cjht.2024.899","title":"Newborn Screening for Congenital Cytomegalovirus in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cytomegalovirus; Virology; Medicine; Pediatrics; 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":[0.0007471018,0.0001348947,0.0004656558,0.001250233,0.0001269431,0.00006478255,0.0002291498,0.0001136082,0.00004265466],"category_scores_gemma":[0.0004696261,0.0001149469,0.00009759652,0.0006419995,0.0001093878,0.0001197818,0.00001701562,0.0007630849,0.000003565436],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002599609,"about_ca_system_score_gemma":0.04071527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.936947,"about_ca_topic_score_gemma":0.9915626,"domain_scores_codex":[0.9982074,0.00002538535,0.0006292078,0.000170703,0.0002380383,0.0007292188],"domain_scores_gemma":[0.9992451,0.0001589894,0.0000984732,0.0001735926,0.0001071994,0.0002166263],"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":[0.00005442812,0.000005042006,0.007887186,0.0002525992,0.00006213102,0.001328743,0.00009355694,0.00001540898,0.00004017644,0.0003654828,0.01346943,0.9764258],"study_design_scores_gemma":[0.0007051763,0.0003603175,0.01432447,0.0005775493,0.0000143592,0.0005808507,0.002507638,0.0006135202,0.0002693769,0.0004365084,0.9794903,0.0001199552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3777297,0.4028091,0.00478346,0.2089981,0.001642251,0.001975526,0.0004908338,0.0002176431,0.001353447],"genre_scores_gemma":[0.9959687,0.0004276097,0.002850681,0.0005896675,0.00003398648,0.00001367287,0.000004569036,0.00002753051,0.0000835575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9763058,"threshold_uncertainty_score":0.964723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442502672261114,"score_gpt":0.3304588332331415,"score_spread":0.2760338065105303,"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."}}