{"id":"W3170777560","doi":"10.2196/29315","title":"Development, Acceptance, and Concerns Surrounding App-Based Services to Overcome the COVID-19 Outbreak in South Korea: Web-Based Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Smartphone app; Medicine; Internet privacy; World Wide Web; Computer science; Disease","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":[0.002612013,0.0002914962,0.0004207859,0.0002440719,0.0002459345,0.0008165843,0.001380657,0.0001278278,0.00003372958],"category_scores_gemma":[0.001043169,0.0002255724,0.00004964023,0.001460105,0.00006954307,0.0008991772,0.0008351025,0.0004209245,0.00003500409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653824,"about_ca_system_score_gemma":0.003458146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864892,"about_ca_topic_score_gemma":0.007849884,"domain_scores_codex":[0.996514,0.0002516458,0.00097889,0.0003318255,0.001386814,0.0005367788],"domain_scores_gemma":[0.9963394,0.001880576,0.000225106,0.0007030248,0.0001475439,0.0007043039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006298398,0.0004335977,0.8790715,0.0009940771,0.00005485582,0.0001907893,0.1099833,0.0006446052,0.000008118145,0.0009752095,0.0002529247,0.007328138],"study_design_scores_gemma":[0.007285745,0.0002048348,0.714973,0.0005531598,0.00001616925,0.00001916416,0.01756152,0.2340478,0.00009657248,0.00005665214,0.02414288,0.001042522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121446,0.00003001013,0.08493345,0.001186403,0.0002223378,0.0008539574,0.00002474653,0.0002234154,0.0003810585],"genre_scores_gemma":[0.972888,0.0000010655,0.003534315,0.02336245,0.00002741409,0.0001142111,0.0000301465,0.00001323705,0.00002913775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334032,"threshold_uncertainty_score":0.9198573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442967064230415,"score_gpt":0.3402870664018159,"score_spread":0.2858573957595117,"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."}}