{"id":"W4402656669","doi":"10.3389/fmed.2024.1409714","title":"GWAS and polygenic risk score of severe COVID-19 in Eastern Europe","year":2024,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"DNA Genotek","keywords":"Genome-wide association study; Odds ratio; Medicine; Internal medicine; Single-nucleotide polymorphism; Genetics; Biology; Gene; Genotype","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0016284,0.0006917327,0.0005320586,0.001365797,0.0007137175,0.0009524372,0.000473293,0.0007808748,0.002960722],"category_scores_gemma":[0.003103383,0.0002679083,0.001313487,0.001734502,0.0004796594,0.0003315216,0.0008236647,0.0005266676,0.0002051938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142572,"about_ca_system_score_gemma":0.0003103207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245653,"about_ca_topic_score_gemma":0.003449058,"domain_scores_codex":[0.9988715,0.0004202491,0.0001156896,0.0004050923,0.00009619509,0.00009113963],"domain_scores_gemma":[0.9986433,0.0004745942,0.0003739789,0.0001988467,0.0001350427,0.0001743159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949702,0.00002458182,0.9941379,0.00001811547,0.0007790372,0.000408517,0.00006229371,0.0005634417,0.000946043,0.0002217936,0.000204601,0.002338782],"study_design_scores_gemma":[0.00002794439,0.00006908044,0.9958443,0.00001089231,0.0003593344,0.0005821754,0.00009089297,0.002289851,0.0001135586,0.0002914006,0.0003120321,0.000008560214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973124,0.0003746523,0.001076639,0.0001422843,0.0000150499,0.00001250604,0.0004873266,0.00002388426,0.0005552639],"genre_scores_gemma":[0.9989341,0.00008246185,0.0004484237,0.00003607566,0.00001266219,0.000006143806,0.0003255805,0.000005558746,0.0001490305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005245653,"threshold_uncertainty_score":0.01043022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05352286111347574,"score_gpt":0.4088420184461828,"score_spread":0.3553191573327071,"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."}}