{"id":"W4247755607","doi":"10.1111/cei.12554","title":"7<sup>th</sup>International Immunoglobulin Conference: Poster Presentations","year":2014,"lang":"en","type":"article","venue":"Clinical & Experimental Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"CSL Behring Foundation for Research and Advancement of Patient Health","keywords":"Medicine; Antibody; Immunology; Primary immunodeficiency; Dosing; Immunodeficiency; Transplantation; Intensive care medicine; Immune system; Pharmacology; Internal medicine","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":[0.0006495047,0.0004387205,0.0007051087,0.0001670463,0.0004950306,0.00007875908,0.001232358,0.0007169867,0.007616934],"category_scores_gemma":[0.0003892105,0.0004177302,0.0004642188,0.0001699889,0.001726143,0.0003175951,0.0005681397,0.0009456411,0.006078093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005695604,"about_ca_system_score_gemma":0.0001015753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410718,"about_ca_topic_score_gemma":0.000001227903,"domain_scores_codex":[0.9960123,0.0009140077,0.001372498,0.0008029182,0.0001045031,0.0007938308],"domain_scores_gemma":[0.9980467,0.0005486451,0.0003415132,0.000856179,0.0001813632,0.00002563097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002714236,0.007431012,0.01148546,0.00001668438,0.002839457,0.00002304277,0.005995772,0.0001195666,0.8444999,0.04067386,0.01034024,0.07386079],"study_design_scores_gemma":[0.01561827,0.002430473,0.05594818,0.00008501532,0.0001392421,0.0003075003,0.01033638,0.000368028,0.1596338,0.00141775,0.7522025,0.001512888],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277998,0.02015796,0.0005597458,0.001778616,0.005941525,0.000511759,0.00004386706,0.000306547,0.04290018],"genre_scores_gemma":[0.9901356,0.0002972348,0.00008160908,0.00120794,0.00005340208,0.0001073734,0.0006470843,0.000044365,0.007425403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7418622,"threshold_uncertainty_score":0.9998274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171542624401093,"score_gpt":0.3482351278070549,"score_spread":0.316519701563044,"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."}}