{"id":"W4385374495","doi":"10.2139/ssrn.4518477","title":"Diversity of HLA-A, -B, -C, -DRB1, and -DQB1 Alleles and Haplotypes in Kazakhstani Tatar Population and Genetic Relatedness to Other Populations","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Tatar; Allele; Haplotype; Genetic diversity; Diversity (politics); Population; Biology; Genetics; Evolutionary biology; Political science; Gene; Sociology; Demography; Philosophy; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002540043,0.0001606913,0.0002933065,0.0007976894,0.0007503991,0.000483871,0.000184365,0.0001901637,0.002283371],"category_scores_gemma":[0.000326978,0.0001319126,0.0001789742,0.001189089,0.0004429374,0.0001878021,0.0002241707,0.0001942043,0.0003555784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142006,"about_ca_system_score_gemma":0.0001986394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003228357,"about_ca_topic_score_gemma":0.002738453,"domain_scores_codex":[0.9997694,0.00005765328,0.00002289139,0.00007332997,0.00002282412,0.00005384028],"domain_scores_gemma":[0.9998061,0.00004649795,0.00004715718,0.00002462007,0.00003174431,0.00004390196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007367299,0.00009083793,0.9591243,0.00005473051,0.000228914,0.000764865,0.006738102,0.0002926805,0.01410192,0.0007893231,0.0004643691,0.0166132],"study_design_scores_gemma":[0.00001351772,0.0001138799,0.9966608,0.000006983549,0.00003671408,0.0007122103,0.001247696,0.0001029032,0.0001992406,0.0001827351,0.0007170504,0.000006342968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994345,0.0001157445,0.00004912663,0.00001302685,0.000002739345,0.000001342844,0.00008388988,0.000002158214,0.0002975369],"genre_scores_gemma":[0.9995378,0.00006337719,0.00005426789,0.00001075145,0.000004753276,0.000001616686,0.0001248574,0.000001308297,0.0002012862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003228357,"threshold_uncertainty_score":0.007638633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058002603271682,"score_gpt":0.2426998885601782,"score_spread":0.2221198625274613,"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."}}