{"id":"W1958870075","doi":"","title":"Review of 2013-2014 Mobile Medical Applications: Regulatory Challenges and Precedents","year":2014,"lang":"en","type":"article","venue":"Intersect: The Stanford Journal of Science, Technology and Society","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Mobile device; Mobile technology; Value proposition; European union; Internet privacy; Computer science; Business; Public relations; Political science; World Wide Web; Marketing; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007276537,0.0001074587,0.0003653509,0.0002253084,0.0009261978,0.000003571456,0.0006536605,0.0002661795,0.00006012202],"category_scores_gemma":[0.0004076498,0.00006766284,0.00007393288,0.0005821071,0.003137936,0.0001341675,0.0002336273,0.000899085,0.000005474853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006769602,"about_ca_system_score_gemma":0.0006569679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007160346,"about_ca_topic_score_gemma":0.00001604178,"domain_scores_codex":[0.9979908,0.0001308389,0.000892641,0.0002053897,0.000417766,0.0003625676],"domain_scores_gemma":[0.9975218,0.0004296931,0.0008618548,0.000381146,0.0005482986,0.0002571808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003548935,0.000118544,0.001966257,0.0087044,0.00005682375,3.226296e-7,0.004299347,5.223478e-7,0.0002512998,0.2330994,0.03559223,0.7158754],"study_design_scores_gemma":[0.0008470701,0.0005480694,0.002955146,0.00683053,0.00006040556,0.0001167299,0.02044884,0.000142809,0.00007309693,0.02544976,0.942381,0.0001465079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1878652,0.7056474,0.008085182,0.07747943,0.001265096,0.007348001,0.00002310502,0.0001547575,0.01213178],"genre_scores_gemma":[0.4004109,0.5948762,0.0007699953,0.003022321,0.0001084194,0.0007335407,4.866248e-7,0.000007480862,0.00007068164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9067888,"threshold_uncertainty_score":0.999575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962503725051828,"score_gpt":0.3857036497178042,"score_spread":0.3660786124672859,"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."}}