{"id":"W2587938877","doi":"10.1016/j.humimm.2012.07.281","title":"155-P","year":2012,"lang":"en","type":"article","venue":"Human Immunology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Biology; Typing; Polymerase chain reaction; Population; Allele; Immune system; Antigen; Internal medicine; Immunology; Molecular biology; Genetics; Medicine; Gene","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001601067,0.0001384441,0.0001758325,0.0001347483,0.0003015119,0.000008501028,0.0001500869,0.0002434972,0.01977964],"category_scores_gemma":[0.00003169074,0.0001298782,0.00008673461,0.00007302759,0.0001764943,0.0002154606,0.0000723715,0.0003593835,0.01887283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005071937,"about_ca_system_score_gemma":0.000009764408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004644258,"about_ca_topic_score_gemma":0.000002836983,"domain_scores_codex":[0.998962,0.0001584509,0.0002339125,0.0001468322,0.00001555888,0.0004832681],"domain_scores_gemma":[0.99952,0.0000423633,0.00008518063,0.0002977229,0.00004054754,0.00001417637],"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":[0.00005550524,0.0001728031,0.003438424,0.000002627766,0.00014594,5.639211e-7,0.0004256023,1.303053e-7,0.9314679,0.01826157,0.04412623,0.00190272],"study_design_scores_gemma":[0.0006960607,0.0001376974,0.03733972,0.000005328166,0.00002043664,0.0002473469,0.0003128863,1.215107e-7,0.1316324,0.00008172188,0.8293688,0.0001575478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817955,0.01093921,0.0001715878,0.0001747517,0.015404,0.000152345,0.000001226656,0.0003127458,0.09104862],"genre_scores_gemma":[0.9342771,0.00003568292,0.0000164806,0.0003148995,0.00009774279,0.00002069548,0.0001074878,0.00001694129,0.06511298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7998355,"threshold_uncertainty_score":0.9818911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038884431330055,"score_gpt":0.2555413812024662,"score_spread":0.2351525368891656,"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."}}