{"id":"W2989760270","doi":"10.2196/14568","title":"Prevention of HIV and Other Sexually Transmitted Infections by Geofencing and Contextualized Messages With a Gamified App, UBESAFE: Design and Creation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Educational Games and Gamification","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Men who have sex with men; Computer science; Test (biology); World Wide Web; Android (operating system); Human immunodeficiency virus (HIV); End user; Computer security; Medicine; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007106435,0.0001431401,0.0002778122,0.0001159305,0.0001359539,0.00002471721,0.00002947888,0.00008706588,0.00005158549],"category_scores_gemma":[0.00001123933,0.0001211713,0.00001011566,0.000141033,0.00008608295,0.00009565231,0.000007530973,0.0001244441,0.000001786513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002165659,"about_ca_system_score_gemma":0.0001104564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006700541,"about_ca_topic_score_gemma":0.0001293612,"domain_scores_codex":[0.9985524,0.0003765177,0.0003719867,0.0003707101,0.0001227239,0.0002056828],"domain_scores_gemma":[0.9991179,0.0002539839,0.0002568201,0.0001511131,0.00006632279,0.0001538211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00216342,0.00242352,0.834953,0.001582709,0.0002091731,6.882446e-7,0.08757859,0.00000938841,0.0008182357,0.009129867,0.001362807,0.05976859],"study_design_scores_gemma":[0.004648735,0.002680366,0.9750484,0.00008667788,0.0001131237,0.00002426976,0.01521898,0.0002255832,0.00001092619,0.0003195798,0.001459041,0.0001643637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900486,0.001828882,0.004872788,0.0007668919,0.00004940156,0.00201399,0.00002124747,0.00003115458,0.0003670802],"genre_scores_gemma":[0.9973755,0.0002895117,0.0003858177,0.0002564018,0.00002282403,0.0001863933,0.00002701625,0.00001844925,0.001438068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400953,"threshold_uncertainty_score":0.4941222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477151554720911,"score_gpt":0.3921787371878445,"score_spread":0.3474072216406354,"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."}}