{"id":"W2988851086","doi":"10.1161/atvbaha.119.313381","title":"Causal Inference for Genetically Determined Levels of High-Density Lipoprotein Cholesterol and Risk of Infectious Disease","year":2019,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Hazard ratio; Mendelian randomization; Medicine; Proportional hazards model; Internal medicine; Triglyceride; Cholesterol; Sepsis; Logistic regression; High-density lipoprotein; Demography; Biology; Confidence interval; Genotype; Genetics; Genetic variants","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":[0.01446838,0.0009574676,0.00073531,0.001386196,0.0006644569,0.001203534,0.00111003,0.001413098,0.004387103],"category_scores_gemma":[0.0567385,0.0006430219,0.0021723,0.001079983,0.001571413,0.0008126523,0.001359442,0.00151827,0.0002205527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282,"about_ca_system_score_gemma":0.001247558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009084783,"about_ca_topic_score_gemma":0.007288177,"domain_scores_codex":[0.9888316,0.008232658,0.0003278502,0.00166269,0.0005499617,0.0003951128],"domain_scores_gemma":[0.9521825,0.03858394,0.005120342,0.002723951,0.0007934233,0.0005957599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002156531,0.0002394552,0.9481857,0.0002885372,0.008468864,0.0009515056,0.000359112,0.007840104,0.001580774,0.008324557,0.000939057,0.02066579],"study_design_scores_gemma":[0.001270373,0.0007667544,0.8036143,0.0004640211,0.01261321,0.001804044,0.0004887453,0.100812,0.002356284,0.07280411,0.002890973,0.0001151909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116483,0.004896698,0.07131043,0.005438894,0.0003328053,0.0001627104,0.002270796,0.0002587106,0.003680533],"genre_scores_gemma":[0.9907168,0.0006272112,0.007350345,0.0003219558,0.0001071036,0.00005907247,0.0003473738,0.00001414618,0.0004560244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01446838,"threshold_uncertainty_score":0.07651705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335975596926157,"score_gpt":0.2785162631379023,"score_spread":0.2551565071686407,"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."}}