{"id":"W3087838602","doi":"10.2196/16444","title":"Potential Benefits and Risks Resulting From the Introduction of Health Apps and Wearables Into the German Statutory Health Care System: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wearable computer; Digital health; Health care; Wearable technology; Internet privacy; Thematic analysis; Medicine; Business; Computer science; Qualitative research; Political science; Sociology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.00441401,0.0004267669,0.001341653,0.00009558954,0.006052461,0.00003289604,0.0003028578,0.000228383,0.00001984112],"category_scores_gemma":[0.0003208356,0.0002925367,0.00006601296,0.0005583604,0.0003307106,0.0001749746,0.0002749139,0.001565877,0.00001196282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021974,"about_ca_system_score_gemma":0.00483153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01713222,"about_ca_topic_score_gemma":0.002331342,"domain_scores_codex":[0.9906364,0.003392934,0.002935176,0.001072368,0.0005509675,0.001412174],"domain_scores_gemma":[0.9937747,0.0009940407,0.002543072,0.0007753535,0.0003021369,0.001610717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003867467,0.00005814532,0.006814831,0.3007599,0.00003402832,9.187391e-7,0.06713171,0.00001183922,0.000007933751,0.007933721,0.03296095,0.5838993],"study_design_scores_gemma":[0.0105249,0.003536956,0.3773004,0.1567805,0.0005771408,0.00006831498,0.1536023,0.001873926,0.000006402343,0.000518963,0.2935651,0.00164502],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.12985,0.6064159,0.0002382694,0.2506197,0.0004485164,0.01193756,0.0002715749,0.0001681382,0.00005041305],"genre_scores_gemma":[0.4765083,0.4653849,0.0007559235,0.05281923,0.001813841,0.00236575,0.0002788313,0.00006461458,0.000008586598],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5822542,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09556469310146241,"score_gpt":0.4609492347829339,"score_spread":0.3653845416814715,"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."}}