{"id":"W2325231087","doi":"10.1097/jom.0b013e318222af67","title":"The Healthy LifeWorks Project","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Statistics Canada; Heart and Stroke Foundation; Dalhousie University","funders":"Pfizer Canada; Pfizer","keywords":"Absenteeism; Medicine; Environmental health; Wilcoxon signed-rank test; Risk assessment; Internal medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119156,0.00009228127,0.0001835767,0.00006577597,0.0008075393,0.000001833661,0.00009675323,0.00007948263,0.0003563472],"category_scores_gemma":[0.0001272408,0.00004801309,0.00003029012,0.00006281325,0.00018819,0.00009022054,0.0000372772,0.00057066,0.00001923129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008772295,"about_ca_system_score_gemma":0.0001422978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006163392,"about_ca_topic_score_gemma":0.00001157958,"domain_scores_codex":[0.9984586,0.0002046472,0.000666476,0.00008236944,0.0003312152,0.0002566827],"domain_scores_gemma":[0.9986407,0.0005866305,0.0004716416,0.00008512037,0.00002166426,0.0001942651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003699527,0.0001046276,0.9271634,0.00008983132,0.0000482078,0.00002112623,0.01103175,0.00000139244,0.00006602836,0.002203481,0.03480574,0.02076492],"study_design_scores_gemma":[0.001581156,0.000899855,0.9187415,0.0002680508,0.00002938232,0.00005691366,0.006379067,0.00004263323,0.000003904526,0.001286282,0.07064167,0.00006954875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980576,0.004614015,0.0003089924,0.006393867,0.001613423,0.000456146,0.000006073258,0.000009189642,0.006022232],"genre_scores_gemma":[0.990924,0.003337895,0.0004042256,0.003850764,0.0009395283,0.00001179949,0.000006067167,0.000009661227,0.0005160352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03583593,"threshold_uncertainty_score":0.6211021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07906286754062422,"score_gpt":0.3987088042083761,"score_spread":0.3196459366677519,"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."}}