{"id":"W2105413634","doi":"10.1186/1471-2458-6-53","title":"Psychosocial and other working conditions in relation to body mass index in a representative sample of Australian workers","year":2006,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; National Health and Medical Research Council; University of British Columbia; University of Melbourne; Michael Smith Health Research BC","keywords":"Body mass index; Psychosocial; Medicine; Overweight; Demography; Population; Job strain; Gerontology; Biostatistics; Job control; Cross-sectional study; Confounding; Public health; Environmental health; Psychiatry; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006659676,0.0001940114,0.000282119,0.0006121569,0.0006274891,0.0004377596,0.0002277943,0.0003178316,0.0008405321],"category_scores_gemma":[0.001562212,0.0002505217,0.0002366409,0.0006610322,0.0002827297,0.0002205435,0.0005400378,0.0003900835,0.0001772683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283535,"about_ca_system_score_gemma":0.0003323219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02503169,"about_ca_topic_score_gemma":0.0298583,"domain_scores_codex":[0.9995242,0.0001354778,0.0000414763,0.00006409129,0.0001544957,0.00008024602],"domain_scores_gemma":[0.9993743,0.00009126642,0.0002475381,0.00003827689,0.00009035561,0.0001583338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000217337,0.00004094218,0.9983631,0.00001099666,0.00001667681,0.00004819074,0.000531445,0.00001192652,0.0001903298,0.000004800475,0.00003174408,0.0007281686],"study_design_scores_gemma":[6.669632e-7,0.00002701736,0.9996353,0.000001862351,0.000002660855,0.0000372319,0.000240347,0.00001881466,0.000005373516,0.000003010701,0.00002707991,6.427931e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99975,0.00004830151,0.0000218437,0.00001449421,0.000001348443,0.000006769869,0.00004962036,3.658385e-7,0.00010731],"genre_scores_gemma":[0.9996718,0.00006291083,0.00004288003,0.00001956121,0.000004217151,0.0000167869,0.00007605985,4.812059e-7,0.0001053196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02503169,"threshold_uncertainty_score":0.04977196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0825029570067276,"score_gpt":0.4424873957111288,"score_spread":0.3599844387044012,"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."}}