{"id":"W4292983521","doi":"10.22541/au.166118051.11191942/v1","title":"Genetically determined body mass index and maternal outcomes of pregnancy: a two-sample Mendelian randomization study","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Medical Research Council","keywords":"Mendelian randomization; Medicine; Body mass index; Confounding; Obstetrics; Gestational diabetes; Population; Genome-wide association study; Pregnancy; Obesity; Internal medicine; Demography; Gestation; Genetics; Single-nucleotide polymorphism; Biology; Genotype; 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":[0.04361804,0.001424646,0.001930074,0.001018928,0.0007091083,0.000956237,0.001684945,0.001869,0.002916392],"category_scores_gemma":[0.08326478,0.0009600794,0.003332017,0.001331758,0.001329394,0.0009122099,0.000782556,0.001131435,0.0003646883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006599775,"about_ca_system_score_gemma":0.0008813214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647308,"about_ca_topic_score_gemma":0.0008711831,"domain_scores_codex":[0.9531652,0.03796265,0.002005955,0.003636272,0.002660558,0.0005693351],"domain_scores_gemma":[0.9577646,0.0247361,0.006567594,0.009004257,0.001292601,0.0006349948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1472077,0.003795807,0.7239865,0.00203704,0.04027529,0.005022043,0.002006033,0.004644801,0.006185452,0.01190917,0.004521608,0.04840862],"study_design_scores_gemma":[0.09582049,0.07745545,0.5954018,0.001107183,0.05671179,0.01724442,0.0009939718,0.1111986,0.005578483,0.02226937,0.01543047,0.0007880407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532713,0.002444993,0.03869012,0.0007071787,0.0002769975,0.002427476,0.0008372664,0.0001757184,0.001168939],"genre_scores_gemma":[0.9810222,0.0003020893,0.01621208,0.0002921813,0.00009502933,0.001175249,0.000398807,0.00003618642,0.0004661543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04361804,"threshold_uncertainty_score":0.230677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223943462347911,"score_gpt":0.3296914652228272,"score_spread":0.3074520305993481,"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."}}