{"id":"W6920494336","doi":"10.60692/1xmw3-9d443","title":"Mapping the human genetic architecture of COVID-19","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Mendelian inheritance; Identification (biology); Genetic architecture; Mendelian randomization; Human genetics; Genome-wide association study; Genetic association; Human genetic variation; Relevance (law); Genetic variants","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":[0.002401134,0.0007726288,0.0008230162,0.003779532,0.001097466,0.001184404,0.0007713238,0.001009038,0.003378632],"category_scores_gemma":[0.004869922,0.0005636109,0.001918429,0.006077686,0.0008825711,0.0003611462,0.001438459,0.0008774005,0.0002728142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334688,"about_ca_system_score_gemma":0.0006301293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009436633,"about_ca_topic_score_gemma":0.008673771,"domain_scores_codex":[0.996273,0.001361121,0.0002991512,0.001455035,0.000353511,0.0002580542],"domain_scores_gemma":[0.9967661,0.00137335,0.0008209489,0.0006015523,0.0002514869,0.0001865976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007993404,0.00003584375,0.9549343,0.0003049521,0.004672779,0.001822817,0.0005229721,0.001643279,0.01737087,0.001604658,0.0007931244,0.01549511],"study_design_scores_gemma":[0.00006410306,0.0001358513,0.9904608,0.0001068558,0.0014843,0.001645213,0.0002427725,0.001218827,0.0009710927,0.001722552,0.001913689,0.00003379759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761255,0.008941738,0.007501559,0.0008310975,0.00005270152,0.00006792439,0.003759808,0.0000884708,0.002631057],"genre_scores_gemma":[0.9936064,0.001596394,0.003251066,0.0001457437,0.00002907384,0.00003326311,0.001104476,0.00002591386,0.0002076012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009436633,"threshold_uncertainty_score":0.01876342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114079364834701,"score_gpt":0.3546483879916282,"score_spread":0.2405690231569272,"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."}}