{"id":"W6991320695","doi":"","title":"Genetic Prediction and Screening of Early Life Polygenic Autoimmunity","year":2021,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linkage disequilibrium; Human leukocyte antigen; Single-nucleotide polymorphism; Genome-wide association study; Genetic association; Population; Imputation (statistics); Genotyping; Locus (genetics); Genetic architecture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049468,0.0006096294,0.000508072,0.000914781,0.0002215699,0.0008597862,0.0005500619,0.0005970336,0.00235737],"category_scores_gemma":[0.002777909,0.0002281547,0.001036839,0.0007023357,0.0002279116,0.000189057,0.0005463848,0.0006693833,0.0006141031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766114,"about_ca_system_score_gemma":0.0005198846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003117312,"about_ca_topic_score_gemma":0.00347271,"domain_scores_codex":[0.999608,0.0001579751,0.00001769422,0.0001270079,0.00005128066,0.00003818538],"domain_scores_gemma":[0.9989321,0.0006852165,0.0001438235,0.0001039291,0.00007666837,0.00005818799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004866204,0.0002283291,0.6595532,0.0002098744,0.0007570952,0.0007487516,0.0003842037,0.1057713,0.00836511,0.009304344,0.004785544,0.2094056],"study_design_scores_gemma":[0.000105616,0.0007111998,0.2967835,0.0002424151,0.0005540616,0.0008623281,0.0002622526,0.6642925,0.007191219,0.01955624,0.00935383,0.00008489714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7962831,0.001999771,0.1910802,0.001182671,0.0001254869,0.0001895674,0.003902733,0.0006128955,0.004623484],"genre_scores_gemma":[0.9093227,0.001333511,0.08192829,0.0001601864,0.00007139424,0.0001483973,0.002569332,0.0000592281,0.004406967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003117312,"threshold_uncertainty_score":0.007886171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137292541928717,"score_gpt":0.2306083589312636,"score_spread":0.2192354335119764,"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."}}