{"id":"W2920187112","doi":"10.2196/11223","title":"Barriers to and Facilitators of the Use of Mobile Health Apps From a Security Perspective: Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":263,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); mHealth; Internet privacy; Computer science; Psychology; Medicine; Nursing; Psychological intervention","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":[0.01462221,0.0008046589,0.001546171,0.001867777,0.002885964,0.002930666,0.001249767,0.001606799,0.003592349],"category_scores_gemma":[0.01537769,0.001364359,0.001863585,0.00151229,0.001043406,0.002513014,0.002274325,0.001417291,0.0005121297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628747,"about_ca_system_score_gemma":0.004102979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003918101,"about_ca_topic_score_gemma":0.006812489,"domain_scores_codex":[0.9933165,0.003470801,0.0008396512,0.0006007401,0.0008280064,0.0009442171],"domain_scores_gemma":[0.9868941,0.008395202,0.001955295,0.0005036943,0.001477039,0.0007745943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001775171,0.01477608,0.4956807,0.004230435,0.0006544784,0.001312302,0.4137044,0.0001122595,0.002011054,0.001060603,0.0009591417,0.06372342],"study_design_scores_gemma":[0.0007438163,0.01605606,0.3445533,0.003892126,0.0009808632,0.001469166,0.6209223,0.001262095,0.001653026,0.001068715,0.007203624,0.0001949875],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964283,0.000756632,0.0005574457,0.0001893241,0.00001498339,0.001176898,0.0001294185,0.000005945318,0.0007410357],"genre_scores_gemma":[0.9885971,0.001495612,0.003312987,0.0005423916,0.00002852774,0.004778263,0.0001305399,0.000008757809,0.00110577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462221,"threshold_uncertainty_score":0.07733059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141811228799852,"score_gpt":0.4948892202699898,"score_spread":0.4334711079819913,"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."}}