{"id":"W2333792889","doi":"10.5114/ceji.2013.37760","title":"Rapid push: new opportunities in subcutaneous immunoglobulin replacement therapy","year":2013,"lang":"en","type":"article","venue":"Central European Journal of Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibody; Immunoglobulin G; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0008513926,0.0003766541,0.0006490454,0.0003903216,0.0001678937,0.00005859702,0.0009775088,0.0001544937,0.007011354],"category_scores_gemma":[0.0001245628,0.0003161842,0.0002897051,0.0002149934,0.000450908,0.0003474582,0.0001399609,0.0009726657,0.001135076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112314,"about_ca_system_score_gemma":0.0003051085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000184039,"about_ca_topic_score_gemma":0.000001165268,"domain_scores_codex":[0.9957744,0.001391486,0.001474859,0.0002795398,0.00008600078,0.0009936788],"domain_scores_gemma":[0.9984162,0.000127276,0.0007596271,0.0004781212,0.0001852014,0.00003351213],"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":[0.002390921,0.0006361397,0.0003979759,0.00001054843,0.0006301758,0.0005076016,0.003420664,0.00005586724,0.3251486,0.0004983097,0.006305132,0.6599981],"study_design_scores_gemma":[0.01877018,0.006294872,0.1079309,0.0003077491,0.00006476588,0.007169376,0.01046152,0.000005882642,0.02698313,0.0003303915,0.8206736,0.001007631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7965102,0.1926791,0.0001178537,0.001464785,0.002637387,0.000304217,0.00000378494,0.00004304125,0.006239621],"genre_scores_gemma":[0.9760605,0.01924771,0.00007047588,0.0005213657,0.00002623873,0.000003092,0.00002486896,0.00004932995,0.003996401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8143685,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617795028081142,"score_gpt":0.207608880102013,"score_spread":0.1814309298212016,"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."}}