{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03247871,0.001117478,0.002586761,0.01572853,0.001687955,0.006613948,0.002005351,0.003949267,0.00318403],"category_scores_gemma":[0.1201068,0.0009931471,0.00426618,0.01224495,0.00258601,0.005173171,0.003579797,0.002080065,0.0003907461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0067945,"about_ca_system_score_gemma":0.02266304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007154655,"about_ca_topic_score_gemma":0.01264418,"domain_scores_codex":[0.9735849,0.01216184,0.007149116,0.001060801,0.005264467,0.0007788993],"domain_scores_gemma":[0.80864,0.1681529,0.01248932,0.001574456,0.008642993,0.0005002334],"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":[0.0001803644,0.00005317308,0.002059597,0.7625982,0.002133108,0.0005577645,0.005849268,0.0003179402,0.0002525661,0.007178058,0.005333995,0.213486],"study_design_scores_gemma":[0.00002083976,0.00005599349,0.00173129,0.9506611,0.003859938,0.0003310256,0.00293963,0.00006112231,0.0001914043,0.001081461,0.03903875,0.0000274238],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002700338,0.9903914,0.0005029828,0.002632725,0.0003544321,0.0003972608,0.000265927,0.000008222412,0.00274674],"genre_scores_gemma":[0.02522417,0.9706838,0.0009298291,0.001678101,0.0001620336,0.0008716322,0.0001725561,0.000007835571,0.000269941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03247871,"threshold_uncertainty_score":0.1717659,"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."}}