{"id":"W4252243615","doi":"10.1515/iupac.84.0879","title":"Major Histocompatibility Complex (MHC) Restriction","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Immunology; Major histocompatibility complex; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006100964,0.0004658251,0.0007474711,0.0003623338,0.0004554749,0.00002984811,0.0005262872,0.0007769439,0.01760832],"category_scores_gemma":[0.0006948,0.0003612152,0.0002818977,0.0002188601,0.0002225401,0.00008767148,0.0002235124,0.0007266839,0.00006079841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008411398,"about_ca_system_score_gemma":0.0007561134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007800606,"about_ca_topic_score_gemma":0.0009504143,"domain_scores_codex":[0.9974593,0.000497322,0.0007237535,0.000613588,0.0001710992,0.0005349499],"domain_scores_gemma":[0.9974892,0.0003052184,0.0004336747,0.001179759,0.0005478092,0.00004434265],"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":[0.0007554211,0.0004137918,0.00002001273,0.00006386879,0.0002244208,0.000009073609,0.000008430077,2.777951e-7,0.001623395,0.00004688499,0.9935034,0.003331013],"study_design_scores_gemma":[0.002256682,0.0003385297,0.002585559,0.0001279317,0.000179958,0.00004342867,0.00002119696,5.176174e-7,0.0001354597,0.0001339667,0.9937603,0.0004164984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008779446,0.002324337,0.0001936363,0.0009377269,0.00192221,0.0006344993,0.9929199,0.0001225273,0.00006717195],"genre_scores_gemma":[0.0005128478,0.0007338446,0.00001695064,0.0001364867,0.0002060374,0.00004237655,0.9953653,0.00003200638,0.002954189],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01754752,"threshold_uncertainty_score":0.999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452994404720855,"score_gpt":0.3909202907867976,"score_spread":0.366390346739589,"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."}}