{"id":"W2096156787","doi":"10.1186/s12995-015-0072-7","title":"Health of the corporate worker: health risk assessment among staff of a corporate organization in Ghana","year":2015,"lang":"en","type":"article","venue":"Journal of Occupational Medicine and Toxicology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michener Institute","funders":"","keywords":"Medicine; Body mass index; Blood pressure; Health promotion; Environmental health; Obesity; Public health; Demography; Gerontology; Family medicine; Nursing; Internal medicine","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":[0.0004541503,0.0001750525,0.0001379563,0.0004983183,0.0005287353,0.0003606069,0.0002214618,0.0003500369,0.001286975],"category_scores_gemma":[0.001030462,0.0001722474,0.0001046585,0.0005978303,0.0003125026,0.0003130166,0.0003729368,0.0002103645,0.000154233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006270025,"about_ca_system_score_gemma":0.000781059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01546301,"about_ca_topic_score_gemma":0.02278667,"domain_scores_codex":[0.999777,0.00008079478,0.00002448456,0.00002848147,0.00003680258,0.00005246733],"domain_scores_gemma":[0.9993163,0.0001232321,0.0003470774,0.00001572056,0.00007190189,0.0001257224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003820161,0.00005154309,0.9928639,0.00005561833,0.000006065802,0.0002937415,0.00255539,0.00001890107,0.0005097297,0.00001035791,0.0001186916,0.003477744],"study_design_scores_gemma":[0.00000467594,0.0002552022,0.9852521,0.00008315148,0.000007883251,0.0004613207,0.01329207,0.00007883098,0.0001305923,0.00001997843,0.0004095073,0.000004592532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999517,0.0001591143,0.00003176941,0.00008945522,0.000001615495,0.000008099386,0.00007823905,0.000001012129,0.0001136146],"genre_scores_gemma":[0.9994107,0.0002416949,0.0001305557,0.00003952306,0.000003852746,0.000009235472,0.00005059881,4.702588e-7,0.000113314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546301,"threshold_uncertainty_score":0.03074598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082497147710015,"score_gpt":0.4327119754300502,"score_spread":0.3244622606590488,"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."}}