{"id":"W2048427751","doi":"10.1159/000365023","title":"Insights from the Growing Up in Singapore Towards Healthy Outcomes (GUSTO) Cohort Study","year":2014,"lang":"en","type":"article","venue":"Annals of Nutrition and Metabolism","topic":"Birth, Development, and Health","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Cohort; Gerontology; Medicine; Cohort study; Environmental health; Demography; Internal medicine; Sociology","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":[0.001877322,0.0005822639,0.0006284374,0.000652153,0.001005006,0.0009198525,0.00070886,0.0006532886,0.002550517],"category_scores_gemma":[0.002898779,0.0003355633,0.0009304632,0.001531005,0.0002623979,0.0005491441,0.002361261,0.001060678,0.0006778555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009678045,"about_ca_system_score_gemma":0.001498965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06023553,"about_ca_topic_score_gemma":0.08135463,"domain_scores_codex":[0.9989458,0.0003551693,0.0001362709,0.0002345308,0.0001497511,0.0001785503],"domain_scores_gemma":[0.9978895,0.0001374145,0.0006420803,0.0003757578,0.0004447497,0.000510422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006021988,0.00005661324,0.9876155,0.000152721,0.0003778433,0.0003428173,0.000591367,0.00006072823,0.0002778323,0.0002420187,0.006169079,0.003511367],"study_design_scores_gemma":[0.00004331305,0.00007436278,0.9965125,0.00008256769,0.0001720118,0.0001846881,0.0005532788,0.00009491418,0.00005701353,0.00008593373,0.002122435,0.00001691652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418361,0.001696059,0.0004630042,0.00160163,0.0001217734,0.000224346,0.04817404,0.00003634173,0.005846743],"genre_scores_gemma":[0.9705028,0.0008984447,0.00077073,0.0009330598,0.0000694011,0.0005026484,0.02430699,0.00003571825,0.001980192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06023553,"threshold_uncertainty_score":0.1197698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07482132243418937,"score_gpt":0.3604311995095727,"score_spread":0.2856098770753833,"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."}}