{"id":"W2548576612","doi":"10.1038/ijo.2016.197","title":"Work-family life courses and BMI trajectories in three British birth cohorts","year":2016,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Economic and Social Research Council; National Institute for Health and Care Research; Canadian Institutes of Health Research; British Heart Foundation; Medical Research Council; Alcohol Research UK","keywords":"Life course approach; Cohort; Demography; Body mass index; Medicine; Gerontology; Family life; Cohort study; National Child Development Study; Socioeconomic status; Millennium Cohort Study (United States); Educational attainment; Typology; Psychology; Developmental psychology; Geography; Population; Sociology; Gender studies; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009100611,0.0000915942,0.0002288026,0.0001311335,0.00008364709,0.000134922,0.0004426122,0.00008709628,0.0001549396],"category_scores_gemma":[0.0006627471,0.00007930688,0.00006852402,0.0001244179,0.0003315044,0.0005445555,0.00005709355,0.0001591235,0.000006896119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036337,"about_ca_system_score_gemma":0.000288588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008316541,"about_ca_topic_score_gemma":0.0144824,"domain_scores_codex":[0.9983987,0.0001097089,0.0003470778,0.0001433397,0.0007893923,0.0002117682],"domain_scores_gemma":[0.9987386,0.0003364798,0.0002602656,0.00006491695,0.0004431895,0.0001565719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005865076,0.0000922706,0.9831971,0.000002015744,0.00004929271,0.0001090453,0.0008958881,0.0000019445,0.00005602518,0.0004021595,0.001587684,0.01354792],"study_design_scores_gemma":[0.0006079741,0.00003044399,0.9880528,0.0003394443,0.00000633802,0.00002515666,0.0008610973,2.275696e-7,0.00001612524,0.004129897,0.005829294,0.0001012361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915265,0.00237118,0.0002233679,0.002317446,0.001541124,0.00006991554,0.00001300659,0.00001945865,0.001917973],"genre_scores_gemma":[0.9931733,0.005250565,0.0002395959,0.0001258786,0.0008861575,0.000001761378,2.9449e-7,0.000008503057,0.0003139508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01365075,"threshold_uncertainty_score":0.8081518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175095959449928,"score_gpt":0.285670703153137,"score_spread":0.2639197435586377,"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."}}