{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008634576,0.0003315475,0.0003766706,0.0008797856,0.0005431545,0.0006912114,0.0002123722,0.0003376212,0.001472457],"category_scores_gemma":[0.001462508,0.0003208282,0.0004591934,0.001071585,0.000352041,0.0005240643,0.0006920106,0.0004486023,0.0003384232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408662,"about_ca_system_score_gemma":0.0003470795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005920505,"about_ca_topic_score_gemma":0.01154024,"domain_scores_codex":[0.9995596,0.0001102326,0.00008789054,0.00007601114,0.00008059645,0.00008569472],"domain_scores_gemma":[0.99879,0.0001378444,0.0004409516,0.00007796347,0.0001962139,0.000357118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065272,0.00006720817,0.9976767,0.00001516911,0.00003791566,0.00009616363,0.0007851601,0.000005907918,0.0004234338,0.000009844817,0.000030804,0.0007451746],"study_design_scores_gemma":[0.000004178141,0.0001768617,0.9981183,0.000005283751,0.00001447753,0.0001766175,0.001346581,0.00002097669,0.00003726744,0.000005185529,0.00009188135,0.000002467354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996589,0.00003542285,0.00002624054,0.000006529712,0.000002806129,0.000005789728,0.00006450503,4.9048e-7,0.0001992512],"genre_scores_gemma":[0.9996411,0.0000405248,0.00003904419,0.00001787788,0.000003591546,0.000009985141,0.0001603041,0.000001089415,0.00008650411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005920505,"threshold_uncertainty_score":0.0117721,"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."}}