{"id":"W3006410142","doi":"10.3390/ijerph17041251","title":"Size Matters: A Latent Class Analysis of Workplace Health Promotion Knowledge, Attitudes, Practices and Likelihood of Action in Small Workplaces","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Cancer Foundation; Alberta Health Services","funders":"Alberta Health Services","keywords":"Latent class model; Categorical variable; Scale (ratio); Productivity; Psychology; Business; Environmental health; Marketing; Medicine; Economics; Geography; Statistics; Economic growth","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":[0.008538568,0.0005983337,0.0008791098,0.002687151,0.00182486,0.003208755,0.001482764,0.0009324463,0.004944996],"category_scores_gemma":[0.01658876,0.0003132379,0.003012651,0.002426151,0.001310526,0.001612643,0.002060713,0.001717259,0.0005465012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190712,"about_ca_system_score_gemma":0.003027749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08485774,"about_ca_topic_score_gemma":0.04455986,"domain_scores_codex":[0.9957858,0.001873931,0.0002042423,0.0008051952,0.0006737286,0.0006570706],"domain_scores_gemma":[0.9887399,0.005721102,0.002018769,0.001500812,0.001095347,0.0009239815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000678508,0.0004902098,0.9746167,0.00004836749,0.0004396396,0.000072777,0.002789414,0.001099081,0.0003326109,0.0009945498,0.001641755,0.01679631],"study_design_scores_gemma":[0.00008553493,0.0003419502,0.9486329,0.00008361409,0.0003061418,0.00008303218,0.00528378,0.04041717,0.0002056327,0.002775863,0.001726476,0.00005784316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863858,0.000152346,0.01009414,0.0004974825,0.00006712557,0.0002866162,0.001329988,0.00007708456,0.001109492],"genre_scores_gemma":[0.9950867,0.00004056628,0.002613059,0.00003870636,0.00002265958,0.0002069678,0.001295602,0.00002562361,0.0006701587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08485774,"threshold_uncertainty_score":0.1687276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712663020073408,"score_gpt":0.4815637530097063,"score_spread":0.3102974510023655,"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."}}