{"id":"W3170251011","doi":"10.2196/27267","title":"Mobile Safety Alarms Based on GPS Technology in the Care of Older Adults: Systematic Review of Evidence Based on a General Evidence Framework for Digital Health Technologies","year":2021,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mälardalens högskola","keywords":"Systematic review; Health care; Global Positioning System; Excellence; Evidence-based practice; Nice; Grey literature; Medicine; Digital health; Health technology; MEDLINE; Nursing; Computer science; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01505559,0.0003836899,0.00443356,0.001901314,0.00005362612,0.00002126818,0.002307178,0.001613213,0.00004263281],"category_scores_gemma":[0.09837763,0.0001936899,0.0008056357,0.002205213,0.0006668118,0.00008377958,0.0002490372,0.006846102,0.000003385502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008730015,"about_ca_system_score_gemma":0.00485221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003313667,"about_ca_topic_score_gemma":0.000003414942,"domain_scores_codex":[0.9891646,0.002033153,0.003612636,0.0005065131,0.004032498,0.0006506096],"domain_scores_gemma":[0.9796208,0.0150432,0.001941957,0.001389661,0.001828045,0.0001763817],"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":[0.0001654323,0.0002246312,0.00008365843,0.6141171,0.00006748259,0.0001966165,0.0001373467,6.443763e-7,3.798721e-8,0.0001757051,0.0002865682,0.3845448],"study_design_scores_gemma":[0.00047841,0.008624276,0.000003153573,0.9803647,0.000199827,0.0001999541,0.001730692,0.0001958201,0.00002035534,0.00003992552,0.008024055,0.0001188045],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001010352,0.9748859,0.001251434,0.01800421,0.0002277214,0.005461024,0.00003214224,0.00003081173,0.00000568861],"genre_scores_gemma":[0.02210338,0.9755951,0.0008724232,0.0004332341,0.0001239904,0.0008046688,0.00001960574,0.00003646914,0.00001113113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.384426,"threshold_uncertainty_score":0.9996829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2443214269135967,"score_gpt":0.5443753072245795,"score_spread":0.3000538803109828,"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."}}