{"id":"W1998997245","doi":"10.1016/j.ymgmr.2014.07.003","title":"Retrospective TREC testing of newborns with Severe Combined Immunodeficiency and other primary immunodeficiency diseases","year":2014,"lang":"en","type":"article","venue":"Molecular Genetics and Metabolism Reports","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; CancerCare Manitoba","funders":"","keywords":"Primary immunodeficiency; Medicine; Immunodeficiency; Severe combined immunodeficiency; Pediatrics; Retrospective cohort study; Immunology; Internal medicine; Disease; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006924084,0.000517027,0.0003159922,0.001644874,0.0006852797,0.0005324939,0.0005355263,0.0004839178,0.0006248108],"category_scores_gemma":[0.002410004,0.0003461422,0.0002106909,0.0009226341,0.001056002,0.0002177947,0.0005973029,0.0004398303,0.0001601066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353565,"about_ca_system_score_gemma":0.001742717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08494356,"about_ca_topic_score_gemma":0.08098421,"domain_scores_codex":[0.999059,0.0001683824,0.0001158376,0.0001917574,0.0002877272,0.0001772404],"domain_scores_gemma":[0.9985425,0.0003185404,0.0003331568,0.0001332478,0.0004161204,0.0002563644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000113851,0.00002752996,0.9939378,0.00001789706,0.000008438895,0.001938645,0.0004090348,0.00003822295,0.0019867,0.00001710123,0.00005084657,0.001453964],"study_design_scores_gemma":[0.000005417334,0.0003311733,0.9909897,0.00001688103,0.00001875466,0.005459344,0.0007731669,0.0001232556,0.001651848,0.000009714843,0.0006128681,0.000007821714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987236,0.0002730317,0.0001066394,0.000009248347,0.00000397035,0.0000359621,0.0002051788,0.000005220205,0.0006371432],"genre_scores_gemma":[0.998656,0.0003660469,0.0002963941,0.00005545654,0.000003855774,0.00001972339,0.00037849,0.000003370296,0.0002206348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08494356,"threshold_uncertainty_score":0.1688983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00437663909144399,"score_gpt":0.1895611652236842,"score_spread":0.1851845261322402,"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."}}