{"id":"W2767017043","doi":"10.2196/mhealth.7791","title":"Client-Focused Security Assessment of mHealth Apps and Recommended Practices to Prevent or Mitigate Transport Security Issues","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Confidentiality; Internet privacy; Android (operating system); Computer security; Health care; Computer science; Business","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":[0.005216525,0.0006033066,0.001554184,0.0003451126,0.005319939,0.00005055756,0.0006600542,0.0005863822,0.000263807],"category_scores_gemma":[0.0006245318,0.0005165834,0.0001021635,0.0003425108,0.0002798921,0.0005051197,0.0003012518,0.001907627,0.00003110022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507752,"about_ca_system_score_gemma":0.005254365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0076792,"about_ca_topic_score_gemma":0.008978043,"domain_scores_codex":[0.9914008,0.001414048,0.002802656,0.001403104,0.0007451398,0.002234292],"domain_scores_gemma":[0.988037,0.0009886139,0.004789036,0.001819119,0.0004510255,0.003915197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00519219,0.004832614,0.5878034,0.1026174,0.0001665068,0.00003416153,0.03791728,0.000002984743,0.0000788496,0.06073402,0.05926765,0.1413529],"study_design_scores_gemma":[0.00442858,0.001897951,0.6399913,0.001258198,0.0001775027,0.00001743784,0.003196266,0.0003654712,0.00002217554,0.004442533,0.3436131,0.0005895065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980268,0.001869886,0.00009446415,0.08086102,0.0009302719,0.01286826,0.0006297597,0.0002092035,0.004510377],"genre_scores_gemma":[0.9518808,0.02833902,0.004118519,0.007593594,0.0006494953,0.006586374,0.0001209361,0.00008485126,0.0006264419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843454,"threshold_uncertainty_score":0.9997286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342557052029016,"score_gpt":0.542906739212538,"score_spread":0.4086510340096364,"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."}}