{"id":"W4408390006","doi":"10.2196/59570","title":"The Role of Environmental Factors in Technology-Assisted Physical Activity Intervention Studies Among Older Adults: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Westfälische Wilhelms-Universität Münster; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Psychological intervention; Socioeconomic status; Moderation; Facilitator; Gerontology; Intervention (counseling); Medicine; Environmental health; Psychology; Population","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":[0.03697246,0.001691525,0.006737267,0.02709274,0.001493678,0.006883575,0.002445416,0.003747713,0.003570005],"category_scores_gemma":[0.1467234,0.001622039,0.006081985,0.02590887,0.001781793,0.004963121,0.003169266,0.00189622,0.000493773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005158671,"about_ca_system_score_gemma":0.0234239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008197426,"about_ca_topic_score_gemma":0.01936601,"domain_scores_codex":[0.9618257,0.01467441,0.0160944,0.00154215,0.005275896,0.0005874206],"domain_scores_gemma":[0.8044524,0.1683989,0.01560825,0.001816003,0.00909858,0.0006259556],"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":[0.0001004084,0.00003582116,0.001350437,0.8914371,0.003714535,0.0001280358,0.0008451303,0.0001709992,0.0001516467,0.0007885543,0.001651209,0.0996263],"study_design_scores_gemma":[0.00002547614,0.00004396156,0.001573742,0.9757943,0.008200509,0.0001034981,0.0003213186,0.000060696,0.00009059112,0.0002946761,0.01347851,0.0000127277],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006769366,0.9974877,0.0003039533,0.0003681085,0.0001707815,0.0003257536,0.0001643046,0.000006426449,0.0004959262],"genre_scores_gemma":[0.007923897,0.9888771,0.001276179,0.0004248807,0.0001150902,0.001074056,0.0001885715,0.000006433392,0.0001137596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03697246,"threshold_uncertainty_score":0.1955314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998226158545409,"score_gpt":0.4162645097011453,"score_spread":0.3762822481156912,"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."}}