{"id":"W3193328795","doi":"10.3390/nu13092932","title":"Studies to Improve Perinatal Health through Diet and Lifestyle among South Asian Women Living in Canada: A Brief History and Future Research Directions","year":2021,"lang":"en","type":"review","venue":"Nutrients","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Impact; York University; McMaster University; Population Health Research Institute","funders":"Indian Council of Medical Research; McMaster University; Canadian Institutes of Health Research; Hamilton Health Sciences; Heart and Stroke Foundation of Canada","keywords":"Medicine; Gestational diabetes; Overnutrition; Offspring; Population; Environmental health; Disease; Cohort study; Gerontology; Pregnancy; Obesity; Endocrinology; Gestation; Biology","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":[0.01052253,0.0005532043,0.001252045,0.004044373,0.003830085,0.004331426,0.001258043,0.001200604,0.004121223],"category_scores_gemma":[0.01544282,0.0003293194,0.0009325946,0.01276638,0.002440301,0.001911642,0.002036161,0.002575029,0.0002434651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02804827,"about_ca_system_score_gemma":0.1420304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7565235,"about_ca_topic_score_gemma":0.8596212,"domain_scores_codex":[0.9976006,0.0007889919,0.0003353964,0.0002410433,0.000658794,0.0003751321],"domain_scores_gemma":[0.9778145,0.01051071,0.001029106,0.0003598238,0.008661233,0.001624655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002204999,0.0002077907,0.02679227,0.09062064,0.0004356877,0.0005865699,0.03257872,0.0003252352,0.001116254,0.01855058,0.03039712,0.7981686],"study_design_scores_gemma":[0.00006395971,0.0003213458,0.1188438,0.2618148,0.001664784,0.000713858,0.053591,0.0003119605,0.001100293,0.004390013,0.5569549,0.0002292874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005730916,0.9635278,0.0005686144,0.02228248,0.0009785652,0.0001990472,0.0005081476,0.00001706358,0.0061873],"genre_scores_gemma":[0.02273253,0.9692085,0.001959193,0.00459132,0.0002430722,0.0002055218,0.000187456,0.00001057001,0.0008618541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2434765,"threshold_uncertainty_score":0.4898208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06588213631786695,"score_gpt":0.3819643137751329,"score_spread":0.316082177457266,"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."}}