{"id":"W3187555726","doi":"10.1186/1710-1492-7-s1-s11","title":"Primary immunodeficiency","year":2011,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University","funders":"","keywords":"Primary immunodeficiency; Immunology; Common variable immunodeficiency; Immunodeficiency; Immunodeficiency Syndrome; Medicine; Immune system; Severe combined immunodeficiency; Antibody; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007124734,0.0003805773,0.0006868942,0.00014818,0.0004771486,0.00001736119,0.0006553229,0.0007538411,0.002675911],"category_scores_gemma":[0.0001560586,0.0003382675,0.0003061731,0.0002221319,0.001935936,0.0002130295,0.0004285498,0.0009227138,0.001651434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002092352,"about_ca_system_score_gemma":0.0001035233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003545191,"about_ca_topic_score_gemma":0.00001034593,"domain_scores_codex":[0.9968173,0.0004954356,0.001082427,0.000724095,0.00005113233,0.0008295972],"domain_scores_gemma":[0.9986042,0.0002771975,0.0002800108,0.0007226169,0.00009712124,0.00001882256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002613225,0.004899316,0.007315089,0.00003201192,0.004114828,0.00007737778,0.004036894,0.000001118242,0.1014291,0.09027587,0.001008911,0.7841963],"study_design_scores_gemma":[0.004399057,0.001715312,0.6409519,0.00004156807,0.00005776081,0.0003610869,0.001519952,0.000004952983,0.00243323,0.002607848,0.3450945,0.0008128361],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8011501,0.1238356,0.0003380982,0.0001756923,0.002976836,0.0002359953,0.00000833273,0.0002650632,0.07101427],"genre_scores_gemma":[0.9888094,0.005821243,0.0001367984,0.0008295578,0.000008891044,0.00002691112,0.00007753392,0.00003656515,0.004253087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7833834,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427289503757883,"score_gpt":0.2560202524177589,"score_spread":0.2317473573801801,"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."}}