{"id":"W4286500783","doi":"10.2196/37729","title":"Digital Technologies for Health Promotion and Disease Prevention in Older People: Protocol for a Scoping Review","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundeszentrale für gesundheitliche Aufklärung","keywords":"Protocol (science); Digital health; Health promotion; Disease prevention; Medicine; Gerontology; Health care; Internet privacy; Computer science; Public health; Nursing; Alternative medicine; Environmental health; Political science","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":[0.09798492,0.005787266,0.01094468,0.01472323,0.00603271,0.008557303,0.005606598,0.008482873,0.1062909],"category_scores_gemma":[0.08087859,0.00609335,0.01485907,0.0141324,0.004694636,0.009711135,0.008212229,0.009885118,0.01995811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01336551,"about_ca_system_score_gemma":0.0673468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071034,"about_ca_topic_score_gemma":0.01089751,"domain_scores_codex":[0.9562396,0.01846829,0.01561827,0.002845817,0.00450864,0.002319411],"domain_scores_gemma":[0.9387404,0.02151728,0.009161963,0.005784153,0.02186575,0.002930344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01237637,0.001833189,0.001449336,0.6999226,0.001661585,0.00182954,0.01061223,0.003252438,0.004653622,0.01426121,0.1078422,0.1403057],"study_design_scores_gemma":[0.02484062,0.003187149,0.005795521,0.3731321,0.002631097,0.0008914217,0.007082642,0.001545455,0.002915596,0.01775709,0.5596268,0.0005944503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000164314,0.0005470066,0.001047504,0.0001959952,0.0001769858,0.9957877,0.001489466,0.00004528221,0.0005457595],"genre_scores_gemma":[0.0001178899,0.0004911826,0.002901531,0.000087555,0.0000160825,0.9958585,0.0002812401,0.000004903367,0.000241147],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1062909,"threshold_uncertainty_score":0.5182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4151904170098504,"score_gpt":0.6457067303084587,"score_spread":0.2305163132986083,"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."}}