{"id":"W3138715356","doi":"10.1177/1010539521998855","title":"A Comparative Study of International and Asian Criteria for Overweight or Obesity at Workplaces in Singapore","year":2021,"lang":"en","type":"article","venue":"Asia Pacific Journal of Public Health","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Research Foundation Singapore","keywords":"Overweight; Obesity; Body mass index; Medicine; Context (archaeology); Malay; Population; Environmental health; Ethnic group; Cross-sectional study; Demography; Gerontology; Geography; Internal medicine; Political science","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":[0.001790605,0.0001335288,0.0005353839,0.0003023452,0.00009745893,0.00005185311,0.0001665088,0.0001019948,0.0006020013],"category_scores_gemma":[0.0001461623,0.0001073942,0.00006359506,0.0003890902,0.00006159551,0.0001968806,0.00004626054,0.0003235391,0.000002708457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866893,"about_ca_system_score_gemma":0.0003904162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004604703,"about_ca_topic_score_gemma":0.0006988797,"domain_scores_codex":[0.9976274,0.0007075153,0.0008661392,0.000224777,0.00026145,0.0003126609],"domain_scores_gemma":[0.9982999,0.000312562,0.0006680494,0.0001666516,0.0003315364,0.0002213095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001370705,0.007172686,0.7076202,0.00004478124,0.001240791,0.0003664413,0.2027026,0.000004436896,0.00004888011,0.003371549,0.03257716,0.0434798],"study_design_scores_gemma":[0.011512,0.003680256,0.5437697,0.0005371053,0.00005286799,0.0005940013,0.4204026,0.00004187164,0.0000483902,0.0002694087,0.01878954,0.0003022801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829031,0.001092648,0.000392724,0.008739331,0.001202361,0.0003364153,0.00002681175,0.000006538945,0.005300128],"genre_scores_gemma":[0.998607,0.0000766206,0.0007575761,0.00009022987,0.0001295677,0.000008595754,0.00001429488,0.00001096708,0.0003051863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2177,"threshold_uncertainty_score":0.6591492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11444462395467,"score_gpt":0.4115848036749777,"score_spread":0.2971401797203077,"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."}}