{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006625996,0.000392157,0.001502605,0.0008654602,0.001136788,0.0003442401,0.001101699,0.0004191926,0.00006673872],"category_scores_gemma":[0.007811535,0.0003517032,0.0003315731,0.001979349,0.000496204,0.0005684522,0.0006888604,0.001077551,0.000005063666],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009995783,"about_ca_system_score_gemma":0.007486762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001226526,"about_ca_topic_score_gemma":0.0005126928,"domain_scores_codex":[0.9940512,0.00136846,0.00113601,0.001158693,0.001006491,0.001279157],"domain_scores_gemma":[0.9972296,0.0009032256,0.0006840602,0.0007030162,0.0002333017,0.0002468144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003610718,0.0004422662,0.00001714862,0.3914697,0.000006788216,0.000001422105,0.0001149572,5.718242e-9,4.434643e-9,0.0006037478,0.004671711,0.6026361],"study_design_scores_gemma":[0.0007200832,0.0006750164,0.000002218414,0.4266099,0.000004604633,0.000001157808,0.00008421412,7.020212e-7,5.106121e-8,0.002265303,0.5694562,0.0001804699],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[7.281388e-9,0.1609595,0.00008333961,0.005902281,0.000005084812,0.8324364,0.0001098037,0.0004309106,0.00007268657],"genre_scores_gemma":[1.382273e-8,0.3189271,0.0001868804,0.0000112929,0.00004269987,0.6802591,0.00006958586,0.00005544074,0.0004478829],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6024556,"threshold_uncertainty_score":0.9998935,"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."}}