{"id":"W30449793","doi":"10.1016/j.humimm.2012.07.212","title":"86-P","year":2012,"lang":"en","type":"article","venue":"Human Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Genotyping; Allele; Serology; Typing; HLA-B; Biology; Population; Molecular biology; Human leukocyte antigen; Genetics; Concordance; Allele frequency; HLA-A; Genotype; Antigen; Antibody; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003247682,0.0003423204,0.0004864974,0.0002444211,0.0005923192,0.00001398525,0.000552968,0.0006913898,0.009432893],"category_scores_gemma":[0.00004645973,0.0003148859,0.0001754122,0.0001667465,0.0008470594,0.0002148283,0.0003047258,0.0007416921,0.01898666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007037675,"about_ca_system_score_gemma":0.00003386658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481763,"about_ca_topic_score_gemma":0.00001561163,"domain_scores_codex":[0.9974384,0.0003702872,0.0004691916,0.0003658405,0.00003424348,0.001322016],"domain_scores_gemma":[0.9988734,0.000126273,0.0001754344,0.0007238225,0.00006328834,0.00003781838],"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":[0.00005903061,0.0003823056,0.005315736,0.000006406239,0.0003345856,0.00000429745,0.0005719966,1.52314e-7,0.9497444,0.03223747,0.009199477,0.002144146],"study_design_scores_gemma":[0.001778767,0.0002970188,0.01443199,0.00001024088,0.00006127317,0.0004720514,0.0003445084,8.785655e-8,0.4428156,0.0007260814,0.5386505,0.0004118976],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400562,0.02490587,0.00005640198,0.000243934,0.003911086,0.0002166528,0.000009683374,0.0003853326,0.03021484],"genre_scores_gemma":[0.9723596,0.0001238994,0.00006309787,0.0003695525,0.0001650568,0.00005343353,0.0001663346,0.00004490005,0.02665415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.529451,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046721202584393,"score_gpt":0.2452662162649759,"score_spread":0.224799004239132,"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."}}