{"id":"W2910164745","doi":"10.1007/s00251-018-01102-9","title":"Llama peripheral B-cell populations producing conventional and heavy chain-only IgG subtypes are phenotypically indistinguishable but immunogenetically distinct","year":2019,"lang":"en","type":"article","venue":"Immunogenetics","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; National Research Council Canada","funders":"National Research Council Canada","keywords":"Biology; Human genetics; Molecular biology; Immunoglobulin heavy chain; B cell; Cell; Peripheral; Genetics; Immunology; Antibody; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001874246,0.0002532071,0.0002330281,0.0006797651,0.0002882316,0.0008122455,0.0002212712,0.000329174,0.006272039],"category_scores_gemma":[0.0003810677,0.0002562839,0.0002088773,0.0002126005,0.0003084548,0.0004126655,0.0004984691,0.0005804363,0.001732764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975767,"about_ca_system_score_gemma":0.00009091599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005871819,"about_ca_topic_score_gemma":0.0007129272,"domain_scores_codex":[0.9998043,0.00002478231,0.00001794561,0.00005410416,0.00003607239,0.00006273577],"domain_scores_gemma":[0.9997014,0.00007883724,0.00005708013,0.00004956673,0.00004687736,0.00006620792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001155738,0.0001078061,0.008423635,0.0000358676,0.00001294606,0.0003356748,0.0002410404,0.0000183727,0.982592,0.000632875,0.0001034662,0.006340415],"study_design_scores_gemma":[0.0002960177,0.002334279,0.3384484,0.00008147414,0.0001681276,0.01038169,0.001698838,0.00140707,0.628584,0.001148819,0.01541287,0.00003845176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914947,0.0004528762,0.001192515,0.00003192531,0.00001361396,0.00001882801,0.000180714,0.00006529958,0.006549698],"genre_scores_gemma":[0.9931896,0.0002655488,0.001419625,0.00006247453,0.00002261966,0.00004548801,0.00054516,0.0000335814,0.004415989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006272039,"threshold_uncertainty_score":0.02098209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216971677145008,"score_gpt":0.2817641404723485,"score_spread":0.2595944237008985,"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."}}