{"id":"W2616868904","doi":"10.14785/lymphosign-2017-0005","title":"Managing Newborn Screening for SCID in a Referral Centre","year":2017,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Newborn screening; Flow chart; Novelty; Statement (logic); Medicine; Referral; Severe combined immunodeficiency; Pediatrics; Family medicine; Psychology; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006180906,0.0001636968,0.0002434076,0.0001521389,0.001613111,0.000175463,0.0006527298,0.0001426922,0.0001612122],"category_scores_gemma":[0.0001362605,0.0001487539,0.0001526876,0.00004868566,0.0001645755,0.0003346727,0.00008867348,0.0003042949,0.00005802746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005934888,"about_ca_system_score_gemma":0.0000866115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000151185,"about_ca_topic_score_gemma":0.00001333523,"domain_scores_codex":[0.998742,0.00006976286,0.0003361941,0.0002077091,0.00003888633,0.0006053798],"domain_scores_gemma":[0.9992579,0.00005057609,0.0002903139,0.0003355274,0.00005435395,0.00001131765],"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":[0.0008040073,0.0001847768,0.009094959,0.00002371429,0.0001655077,0.00004640966,0.002284903,0.0001595261,0.09857582,0.001871488,0.002857692,0.8839312],"study_design_scores_gemma":[0.0394644,0.0005729948,0.1663807,0.0014913,0.0001786715,0.002092801,0.01046844,0.00148742,0.03707606,0.02249505,0.7165615,0.001730621],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7262285,0.07592408,0.1541786,0.01311015,0.00897612,0.001245261,0.00004117914,0.0001818252,0.02011432],"genre_scores_gemma":[0.9965996,0.0001722224,0.001096758,0.0002196486,0.0000220274,0.000007532652,0.00001441489,0.00002138613,0.001846418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8822006,"threshold_uncertainty_score":0.9996867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853627611543069,"score_gpt":0.2753689609319138,"score_spread":0.2468326848164831,"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."}}