{"id":"W4285047970","doi":"10.2196/39157","title":"COVID-Bot, an Intelligent System for COVID-19 Vaccination Screening: Design and Development","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"AI in Service Interactions","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chatbot; Usability; Coronavirus disease 2019 (COVID-19); Computer science; Reliability (semiconductor); Avatar; Artifact (error); Human–computer interaction; Artificial intelligence; Medicine; Infectious disease (medical specialty); 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004607155,0.0001345799,0.0001501429,0.0004841261,0.00229696,0.0003321695,0.001129946,0.00004072556,0.00010019],"category_scores_gemma":[0.0001979865,0.0001322366,0.00003199946,0.0007361755,0.00003619525,0.001302059,0.001163971,0.0004245724,0.00003100016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039911,"about_ca_system_score_gemma":0.001056859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005777331,"about_ca_topic_score_gemma":0.00001928781,"domain_scores_codex":[0.99674,0.001049258,0.0003697543,0.0004157124,0.0009448318,0.0004803796],"domain_scores_gemma":[0.9971384,0.001400371,0.0001311357,0.0004109721,0.0004399349,0.0004792091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008574294,0.001224429,0.0004397878,0.002227302,0.0002501662,0.00005985078,0.4114307,0.04108971,0.0006206707,0.1862732,0.0479779,0.3075488],"study_design_scores_gemma":[0.0008709921,0.001245849,0.000641343,0.00002915959,0.000002733799,0.0001289969,0.03636404,0.7181895,0.00328756,0.002100206,0.2368128,0.0003267148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003649489,0.00004735422,0.9917726,0.002172426,0.000174159,0.001784737,0.00001317662,0.0001810541,0.0002050328],"genre_scores_gemma":[0.8757803,0.000006043051,0.1188601,0.0005224224,0.00003936384,0.004532696,0.0000432374,0.00001942165,0.0001963837],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8729125,"threshold_uncertainty_score":0.9990019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2356505457497943,"score_gpt":0.4679280276485589,"score_spread":0.2322774818987646,"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."}}