{"id":"W3124686333","doi":"10.1093/eurpub/ckaa237","title":"Exposure to multiple childhood social risk factors and adult body mass index trajectories from ages 20 to 64 years","year":2021,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute on Aging; National Institutes of Health; Economic and Social Research Council; Medical Research Council; University of Bristol","keywords":"Body mass index; Index (typography); Demography; Medicine; Gerontology; Environmental health; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412299,0.0002118597,0.0006208322,0.0001697057,0.000172768,0.0001291,0.0001767229,0.00004185389,0.00006587557],"category_scores_gemma":[0.001642931,0.0001808625,0.0001553192,0.0003202856,0.00004451088,0.0002320595,0.0001240057,0.000739872,0.00002736456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481051,"about_ca_system_score_gemma":0.0004423853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001969853,"about_ca_topic_score_gemma":0.0001505394,"domain_scores_codex":[0.9963124,0.001789029,0.0005498938,0.0003000046,0.0005899615,0.0004586727],"domain_scores_gemma":[0.9975985,0.0001803711,0.0003521693,0.000209614,0.0003869334,0.001272392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002836238,0.001690406,0.9628801,0.00003350901,0.0001955273,0.0002702177,0.008780111,0.000004264625,0.0007534383,0.00002277759,0.004005117,0.02133616],"study_design_scores_gemma":[0.001556573,0.001306306,0.9884381,0.00006877966,0.00003160516,0.00002275504,0.001849626,0.00000351402,0.0001759034,0.00004023157,0.006357515,0.000149093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879343,0.0001139705,0.0006911788,0.0103279,0.0003306622,0.0001801331,0.0001543836,0.00003329549,0.0002341953],"genre_scores_gemma":[0.9956345,0.0000639968,0.001044536,0.00135696,0.001737355,6.977647e-7,0.00002703021,0.00005607316,0.00007884602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02555799,"threshold_uncertainty_score":0.7375358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530020626186951,"score_gpt":0.2736815856530812,"score_spread":0.2483813793912117,"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."}}