{"id":"W3018540055","doi":"10.2196/18808","title":"A Guide to Chatbots for COVID-19 Screening at Pediatric Health Care Facilities","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Health care; Public health; Digital health; Coronavirus disease 2019 (COVID-19); Triage; Pandemic; Medicine; Medical emergency; Telemedicine; Nursing; Disease; Infectious disease (medical specialty); Political science; Pathology","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":[0.003640301,0.001891659,0.0007413596,0.002124543,0.001591146,0.003142385,0.002985355,0.002816155,0.1655596],"category_scores_gemma":[0.01132972,0.001500048,0.0008680091,0.001018586,0.0008511,0.003243564,0.003540422,0.002136066,0.09598645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172122,"about_ca_system_score_gemma":0.002842807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002715013,"about_ca_topic_score_gemma":0.01212273,"domain_scores_codex":[0.997759,0.001069007,0.000262392,0.0001991351,0.0004809991,0.0002294284],"domain_scores_gemma":[0.9914889,0.004846812,0.0004409931,0.0005903735,0.001075576,0.001557299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002275136,0.001088905,0.001156069,0.001917345,0.00002496662,0.0008415607,0.002827174,0.0008789839,0.005637533,0.005722809,0.5533645,0.4263128],"study_design_scores_gemma":[0.0001478645,0.0003280426,0.001990255,0.001080919,0.00001854244,0.0006960788,0.001157711,0.001777191,0.001680447,0.007407254,0.9836072,0.0001085066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01214966,0.008682836,0.4959316,0.01158383,0.00147973,0.02046957,0.019473,0.139826,0.2904038],"genre_scores_gemma":[0.02351102,0.005164289,0.7368038,0.007711543,0.0002889765,0.02021972,0.007336124,0.009505885,0.1894587],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1655596,"threshold_uncertainty_score":0.553852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074610941961154,"score_gpt":0.435448804920262,"score_spread":0.3279877107241466,"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."}}