{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000719714,0.0003460604,0.0003546273,0.001028656,0.003453761,0.001311972,0.0008953413,0.001116994,0.002865435],"category_scores_gemma":[0.003195472,0.0002749038,0.0002830747,0.00072614,0.0007973459,0.000509057,0.001409029,0.001778496,0.0005076264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007008881,"about_ca_system_score_gemma":0.007608354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1030417,"about_ca_topic_score_gemma":0.2441492,"domain_scores_codex":[0.9989312,0.0001753949,0.0001128299,0.0001126407,0.0002686417,0.0003992888],"domain_scores_gemma":[0.9972548,0.0002124887,0.000287749,0.00003711268,0.0004881266,0.00171982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387273,0.000373485,0.4752244,0.0003174751,0.00005427149,0.391322,0.006049883,0.0005955509,0.006228661,0.001676582,0.05367896,0.06433997],"study_design_scores_gemma":[0.0001033388,0.001600586,0.4316248,0.003197769,0.000131972,0.4260786,0.04648494,0.004442918,0.003733228,0.004499428,0.0779065,0.0001958277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510429,0.009369585,0.005128831,0.06576073,0.001836025,0.0007185691,0.0005828339,0.000629243,0.06493131],"genre_scores_gemma":[0.973269,0.004552957,0.007111487,0.00874446,0.0007619463,0.00009333414,0.000289923,0.00006547579,0.005111369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030417,"threshold_uncertainty_score":0.2048839,"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."}}