{"id":"W2145979141","doi":"10.1093/heapro/daq042","title":"Modifiable health risks in Atlantic Canadian employees: a 5-year report","year":2010,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Emergent BioSolutions (Canada)","funders":"Dalhousie University","keywords":"Overweight; Medicine; Absenteeism; Environmental health; Body mass index; Blood pressure; Obesity; Public health; Gerontology; Productivity; Demography; Nursing; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009298934,0.000276946,0.0003777439,0.002141087,0.001602939,0.001008826,0.0009655981,0.0004638996,0.0009595475],"category_scores_gemma":[0.001865865,0.0002623814,0.0005856627,0.004697699,0.0002960384,0.0003525935,0.0007030637,0.0005981112,0.0001942976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009106014,"about_ca_system_score_gemma":0.01148574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97507,"about_ca_topic_score_gemma":0.984429,"domain_scores_codex":[0.9986547,0.00004844719,0.0001166202,0.000129565,0.0007735687,0.0002770049],"domain_scores_gemma":[0.9970106,0.0001324043,0.000801608,0.00008968187,0.001489552,0.0004760975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003223285,0.00001656866,0.9962078,0.00003175867,0.00004222555,0.00004434206,0.0002246096,0.00003449861,0.00007290649,0.00001112113,0.0008077043,0.002474214],"study_design_scores_gemma":[0.000001319927,0.000008592261,0.9991949,0.000008976866,0.00001463516,0.00002344201,0.0001805912,0.00004219727,0.00002055942,0.000002056175,0.0004982183,0.000004384674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647657,0.001836584,0.0001489696,0.0003865233,0.00001574942,0.00007304543,0.03018132,0.00002596522,0.002566047],"genre_scores_gemma":[0.9815857,0.001915078,0.0003660144,0.0001938639,0.00001539084,0.00004940342,0.01464417,0.000006832196,0.001223427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493,"threshold_uncertainty_score":0.06606907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07565269218880659,"score_gpt":0.4506849184073545,"score_spread":0.3750322262185479,"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."}}