{"id":"W3120680858","doi":"10.1136/bmjpo-2020-000893","title":"Examining the effects of pre-pregnancy weight and gestational weight gain on allergic disease development in offspring: a protocol for a population-based study using health administrative databases in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"BMJ Paediatrics Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Children's Hospital of Eastern Ontario; Ottawa Hospital; Queen's University; Kingston Health Sciences Centre; University of Ottawa","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Offspring; Pregnancy; Weight gain; Birth weight; Medicine; Protocol (science); Population; Disease; Obstetrics; Body weight; Environmental health; Alternative medicine; Biology; Internal medicine; Pathology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03558156,0.002145581,0.002898477,0.004825204,0.006454233,0.003544974,0.00552576,0.001858765,0.0120404],"category_scores_gemma":[0.03592149,0.002774487,0.004147666,0.01070824,0.002385419,0.001289512,0.002513079,0.002163458,0.001748261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05060825,"about_ca_system_score_gemma":0.1513954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7832285,"about_ca_topic_score_gemma":0.8721266,"domain_scores_codex":[0.972815,0.01098591,0.006324024,0.002787036,0.004813303,0.002274773],"domain_scores_gemma":[0.9734102,0.002971815,0.003794704,0.003382858,0.01471515,0.001725175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03695255,0.007516488,0.4146703,0.03666801,0.0059581,0.003606384,0.01921794,0.01988411,0.004965467,0.02574063,0.2990262,0.1257938],"study_design_scores_gemma":[0.01835227,0.00290247,0.7070406,0.01040837,0.001707884,0.0004369141,0.005853684,0.01168557,0.002496924,0.003474361,0.2349107,0.0007302625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01687543,0.0005634601,0.006329237,0.0004426831,0.0001342981,0.9153938,0.05651058,0.0001307389,0.00361971],"genre_scores_gemma":[0.02244907,0.0006418732,0.01750552,0.0004125508,0.00004317055,0.9427519,0.01491188,0.00002643376,0.001257603],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7832285,"threshold_uncertainty_score":0.4360963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101248728497329,"score_gpt":0.4019879299481541,"score_spread":0.2918630570984212,"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."}}