{"id":"W4238880410","doi":"10.1515/iupac.84.0662","title":"Hypergammaglobulinemia","year":2016,"lang":"it","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Immunology; Medicine; Immune system; Philosophy; Linguistics","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00192631,0.001837886,0.002678089,0.000770967,0.001077133,0.00009283315,0.002148697,0.00478693,0.08249117],"category_scores_gemma":[0.003291319,0.00143849,0.000939438,0.0004793036,0.002570349,0.0002671481,0.001118225,0.003161516,0.0008035934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052876,"about_ca_system_score_gemma":0.003824385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224983,"about_ca_topic_score_gemma":0.0001556875,"domain_scores_codex":[0.9914835,0.001940384,0.002057466,0.001735776,0.0004604402,0.002322453],"domain_scores_gemma":[0.9935185,0.001189169,0.001143352,0.002807417,0.001162584,0.0001789475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008610276,0.001437293,0.00005873528,0.000231307,0.002336781,0.0003419026,0.00006307573,6.45742e-7,0.0216919,0.0001027814,0.9495785,0.01554686],"study_design_scores_gemma":[0.00695848,0.002216821,0.0003667,0.001270374,0.0008893354,0.0009503052,0.0001434893,3.743148e-7,0.00565864,0.00009438257,0.9797567,0.001694447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004290345,0.03705008,0.0001521905,0.002470569,0.009041762,0.0009626859,0.9454929,0.0002165241,0.000322983],"genre_scores_gemma":[0.0007300855,0.01885218,0.00003703979,0.001315874,0.001066755,0.00006998119,0.9359275,0.0001672142,0.04183339],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08168758,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118529913564038,"score_gpt":0.3639303549088361,"score_spread":0.3527450557731958,"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."}}