{"id":"W4395063449","doi":"10.1016/j.clim.2024.110012","title":"70 The Development of a Cost-Effective and Accurate Screening Method for Diagnosing CD3δ Severe Combined Immune Deficiency","year":2024,"lang":"en","type":"article","venue":"Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Immune system; Medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003037848,0.0003323215,0.0007808565,0.0001529216,0.0006953424,0.00004638218,0.0005453847,0.0005160004,0.0000802323],"category_scores_gemma":[0.001333582,0.0002375027,0.0003358607,0.0003446189,0.001165786,0.0001463477,0.000389163,0.0008768495,0.00006352289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003273834,"about_ca_system_score_gemma":0.0002167197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003484426,"about_ca_topic_score_gemma":0.000006245268,"domain_scores_codex":[0.9964174,0.000864872,0.001413144,0.0006249783,0.00004208512,0.0006375258],"domain_scores_gemma":[0.9907394,0.008326323,0.0003135291,0.0004586933,0.0001512541,0.00001078533],"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":[0.0008105728,0.0003534111,0.0003433305,0.000110883,0.001121859,0.0000024586,0.003060259,0.00002625654,0.07421631,0.006372671,0.0001255914,0.9134564],"study_design_scores_gemma":[0.02228557,0.005767756,0.2044844,0.002065666,0.00183568,0.0005788085,0.01639344,0.0036359,0.1687581,0.008586727,0.5627924,0.002815521],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5604929,0.2658641,0.1618987,0.001747043,0.004682496,0.004368718,0.00006345865,0.0002726086,0.0006099744],"genre_scores_gemma":[0.9950387,0.0006099696,0.002825823,0.0001916428,0.000009648975,0.0007455291,0.0001005552,0.00004008152,0.0004380741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9106409,"threshold_uncertainty_score":0.9685079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605397618994406,"score_gpt":0.3749952880429219,"score_spread":0.3289413118529779,"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."}}