{"id":"W4205491096","doi":"10.1101/2022.01.11.22268884","title":"Educational attainment, health outcomes and mortality: a within-sibship Mendelian randomization study","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Birth, Development, and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Faculty of Medicine and Health, University of Sydney; Norwegian Institute of Public Health; National Institutes of Health; National Health and Medical Research Council; Academy of Finland; Norges Forskningsråd; Medical Research Council; University of Bristol; Helse Midt-Norge; Norges Teknisk-Naturvitenskapelige Universitet; Stiftelsen Kristian Gerhard Jebsen; Fakultet for medisin og helsevitenskap, Norges Teknisk-Naturvitenskapelige Universitet; European Commission","keywords":"Mendelian randomization; Educational attainment; Assortative mating; Demography; Population; Population stratification; Confounding; Medicine; Biology; Genetics; Genotype; Single-nucleotide polymorphism","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":[0.02925896,0.0009175307,0.00132446,0.001002397,0.0009989024,0.0007865251,0.001461602,0.001218181,0.003157074],"category_scores_gemma":[0.05971359,0.0006684567,0.001688182,0.001601974,0.00115275,0.0008076314,0.0008986891,0.001265767,0.0003851382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006012007,"about_ca_system_score_gemma":0.0008503437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197452,"about_ca_topic_score_gemma":0.002556788,"domain_scores_codex":[0.9557914,0.03558911,0.001585808,0.003958349,0.002411296,0.0006640772],"domain_scores_gemma":[0.9663228,0.01796087,0.005717508,0.008191866,0.001147368,0.0006596139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0195313,0.001656648,0.9216615,0.0004714441,0.008799903,0.002255318,0.001468252,0.003662453,0.003906058,0.007314481,0.003294297,0.02597851],"study_design_scores_gemma":[0.009993549,0.01674405,0.8365798,0.0003578379,0.0105811,0.007782535,0.000915458,0.08811641,0.002525635,0.01732483,0.008775946,0.0003028107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950411,0.0009335196,0.04558586,0.0003204238,0.0001117567,0.0008235713,0.0007644059,0.0001334917,0.0009159649],"genre_scores_gemma":[0.9888306,0.00009235558,0.009625701,0.0001514147,0.00003691372,0.0005370441,0.0003714781,0.00003409988,0.0003203472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02925896,"threshold_uncertainty_score":0.1547379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07193065131630522,"score_gpt":0.3881395836612649,"score_spread":0.3162089323449597,"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."}}