{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00253614,0.0002445376,0.0003243619,0.001038554,0.0006690326,0.0009868456,0.000335719,0.0005285401,0.002160921],"category_scores_gemma":[0.004473839,0.0003580748,0.0005283703,0.0008490365,0.0005124501,0.001638792,0.001164376,0.0009034417,0.000440073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006127963,"about_ca_system_score_gemma":0.0009608695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004617743,"about_ca_topic_score_gemma":0.006599684,"domain_scores_codex":[0.998995,0.0003492662,0.0001927513,0.0001233841,0.0001679958,0.0001714584],"domain_scores_gemma":[0.9959691,0.00128816,0.001273449,0.0001214814,0.0006578481,0.0006900043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000892352,0.0003882284,0.9672323,0.0003693164,0.00004733581,0.0004129492,0.01970652,0.00003964243,0.0005619072,0.00006075002,0.0007776507,0.01031404],"study_design_scores_gemma":[0.00001534995,0.0004936265,0.9383135,0.0001997801,0.00004937764,0.0004925817,0.05735756,0.0004188562,0.0002011299,0.00004230765,0.002381559,0.00003437771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991309,0.00007177839,0.00005908165,0.00009834952,0.000003118256,0.00006384875,0.0001830747,0.000002619289,0.0003872996],"genre_scores_gemma":[0.9985893,0.0002304585,0.0002951828,0.0002197079,0.000004729503,0.0001540365,0.0001964874,0.000003297993,0.0003067192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004617743,"threshold_uncertainty_score":0.01341254,"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."}}