{"id":"W4415038327","doi":"10.2139/ssrn.5510263","title":"Effect of a Combined Diet and Health Education Intervention on Quality of Life and Energy Levels Among School Teachers","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Intervention (counseling); Quality of life (healthcare); Randomized controlled trial; Session (web analytics); Health education; Nutrition Education; Health promotion; Physical activity level; Energy (signal processing)","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":[0.000877886,0.0008029733,0.002145793,0.0008110525,0.001465633,0.0007491326,0.0008486923,0.001703038,0.01072419],"category_scores_gemma":[0.001942852,0.0008528035,0.001574946,0.0005122911,0.0005547841,0.0005372638,0.001751041,0.00215228,0.0008111726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126464,"about_ca_system_score_gemma":0.003083889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02040447,"about_ca_topic_score_gemma":0.03275638,"domain_scores_codex":[0.9991523,0.0001794994,0.00007599423,0.0002105275,0.0001067911,0.0002748527],"domain_scores_gemma":[0.998036,0.0004226278,0.0001779269,0.00007095027,0.0001129841,0.001179601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2788115,0.5432902,0.02896495,0.002774816,0.002640369,0.0003796851,0.002135521,0.001066863,0.01276424,0.0002270459,0.002029726,0.1249151],"study_design_scores_gemma":[0.1599122,0.2950816,0.5236018,0.0007165122,0.006575519,0.0001390639,0.002318891,0.002056483,0.006015322,0.0002301401,0.00320609,0.0001462775],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986517,0.0002331969,0.00005504983,0.0001844096,0.00008507894,0.0001990557,0.0001223837,0.00002493431,0.0004443292],"genre_scores_gemma":[0.9950668,0.0003619687,0.0009312722,0.0002113651,0.00009590146,0.0007448835,0.0001832903,0.000008153388,0.002396422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02040447,"threshold_uncertainty_score":0.04057139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945435094685037,"score_gpt":0.4873855172664515,"score_spread":0.4379311663196012,"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."}}