{"id":"W4403052672","doi":"10.58931/cait.2024.4266","title":"Secondary Hypogammaglobulinemia","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Hypogammaglobulinemia; Medicine; Immunology; Antibody","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002776131,0.0004314938,0.000419807,0.0006871431,0.0005803811,0.00008665758,0.0007616977,0.0007659519,0.0152829],"category_scores_gemma":[0.00007502438,0.0004346287,0.0002672474,0.0005086291,0.0007257718,0.0002492303,0.0001063191,0.001243484,0.0143157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916316,"about_ca_system_score_gemma":0.001774062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02968433,"about_ca_topic_score_gemma":0.01364521,"domain_scores_codex":[0.9972325,0.0001826032,0.0005043327,0.0007020292,0.00004393612,0.00133462],"domain_scores_gemma":[0.9989975,0.0001328041,0.00005661536,0.0006928313,0.00007472038,0.00004553218],"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":[0.0001580791,0.0001505921,0.0001090279,0.00008028052,0.003692721,0.0008515725,0.002764364,0.00005053792,0.2086754,0.1072009,0.115312,0.5609546],"study_design_scores_gemma":[0.0006669875,0.0001073583,0.002948502,0.00006605218,0.00003096596,0.0004577401,0.0005406755,0.00001876686,0.004035074,0.0008459334,0.9897901,0.0004918071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1452998,0.6562783,0.00008170834,0.006102034,0.01243466,0.0003881446,0.0002012038,0.0008749618,0.1783392],"genre_scores_gemma":[0.9569395,0.00112048,0.00002220748,0.001421938,0.00002386881,0.00005717362,0.0005645273,0.00007072031,0.03977964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8744782,"threshold_uncertainty_score":0.9998106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005326921948527084,"score_gpt":0.196950736595344,"score_spread":0.1916238146468169,"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."}}