{"id":"W2128265383","doi":"10.1093/ije/dyl160","title":"Effects of socioeconomic change from birth to early adulthood on height and overweight","year":2006,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Wellcome Trust","keywords":"Overweight; Socioeconomic status; Demography; Medicine; Cohort; Birth weight; Cohort study; Social class; Obesity; Pediatrics; Population; Pregnancy; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006217139,0.0001105955,0.0005497413,0.0002534868,0.00001919477,0.000003191627,0.0001266809,0.000113093,0.0000925509],"category_scores_gemma":[0.0004376568,0.0000853362,0.00009953055,0.00002510814,0.00005535372,0.00006497179,0.00003164804,0.0002267633,0.00003026138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316164,"about_ca_system_score_gemma":0.00009233523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004631295,"about_ca_topic_score_gemma":0.00003245388,"domain_scores_codex":[0.9986423,0.0001483154,0.0007400908,0.0001564645,0.0001351333,0.0001776781],"domain_scores_gemma":[0.9978586,0.001161932,0.0005593309,0.00007111097,0.0001946037,0.0001544477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001480701,0.0003202888,0.881613,0.00007972529,0.0004381788,0.0001437745,0.0008821308,0.000004507509,0.002773905,0.09136117,0.008075777,0.0128269],"study_design_scores_gemma":[0.001777241,0.00079047,0.9507365,0.0002414748,0.00002494261,0.00007874748,0.00001553323,0.00001599755,0.001327973,0.04078928,0.004135589,0.00006630671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818903,0.001181653,0.0004336961,0.01488607,0.0009265975,0.0001496858,0.00002258076,0.00000534086,0.0005040607],"genre_scores_gemma":[0.977028,0.006258191,0.004328072,0.01075343,0.001580233,0.000005237475,0.00001089455,0.00001147683,0.0000244863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0691235,"threshold_uncertainty_score":0.3479909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961404317378043,"score_gpt":0.3307141541307552,"score_spread":0.3011001109569748,"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."}}