{"id":"W4416439189","doi":"10.2196/78406","title":"The Impact of Digital Technology on the Physical Health of Older Workers: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital health; mHealth; Physical activity; eHealth; Work (physics); Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0311475,0.002488787,0.00742204,0.02679088,0.001836703,0.006438578,0.002771207,0.004870557,0.00469104],"category_scores_gemma":[0.1292779,0.002006129,0.008427856,0.0217513,0.002049561,0.00562435,0.004254007,0.002284327,0.0006935138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006104004,"about_ca_system_score_gemma":0.03177362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008824649,"about_ca_topic_score_gemma":0.01754839,"domain_scores_codex":[0.9718597,0.009116341,0.01203004,0.001546966,0.004803484,0.0006435544],"domain_scores_gemma":[0.9127406,0.06135838,0.01409974,0.001688704,0.009460365,0.0006520761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001093146,0.00003418302,0.0009516283,0.9256734,0.003848189,0.0001423231,0.0006352956,0.0001712144,0.0001805304,0.0005970685,0.00246503,0.0651918],"study_design_scores_gemma":[0.00003455581,0.00006889383,0.001348522,0.9702987,0.01266986,0.0001630531,0.0003380734,0.00006115547,0.0001161103,0.0003153273,0.01456338,0.00002238147],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009635445,0.9953043,0.0004671929,0.000591467,0.0003231346,0.001188495,0.0003255308,0.00001198214,0.000824306],"genre_scores_gemma":[0.008109816,0.9872193,0.001239705,0.0006264996,0.0001896208,0.002183945,0.000271467,0.000007579698,0.0001521204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0311475,"threshold_uncertainty_score":0.1647257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704351997627927,"score_gpt":0.4004689522750442,"score_spread":0.3834254322987649,"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."}}