{"id":"W3168368716","doi":"10.3389/fped.2021.642381","title":"Telehealth for Children With Epilepsy Is Effective and Reduces Anxiety Independent of Healthcare Setting","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Telemedicine; Telehealth; Medicine; Epilepsy; Pandemic; Anxiety; Pediatric epilepsy; Health care; Coronavirus disease 2019 (COVID-19); Family medicine; Medical emergency; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000337539,0.0001394463,0.0003959303,0.0001833013,0.00007057199,0.00001072422,0.00004685185,0.0001077879,0.000003693279],"category_scores_gemma":[0.000162098,0.0001132639,0.00005888332,0.0004048586,0.00004833301,0.00005162796,0.00003950388,0.000258289,3.450212e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713145,"about_ca_system_score_gemma":0.0005308813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372257,"about_ca_topic_score_gemma":0.00003832112,"domain_scores_codex":[0.9986238,0.00008036796,0.0002464638,0.000368347,0.0003190272,0.0003619338],"domain_scores_gemma":[0.9991681,0.00009810731,0.0001106997,0.0001896023,0.0002125634,0.0002209408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003711199,0.0001765772,0.9465883,0.0005003285,0.00009480373,0.00002137225,0.0006533,0.000001377732,0.0000111425,0.0000188033,0.003987372,0.04757547],"study_design_scores_gemma":[0.004247786,0.001427775,0.9895346,0.00009135287,0.0001371674,0.00006614853,0.00103155,0.00006425328,0.002838474,0.000250987,0.0001907488,0.0001192046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852295,0.009862636,0.0008913631,0.002127433,0.0001369309,0.001511915,0.0001586984,0.00001510539,0.00006643101],"genre_scores_gemma":[0.9639495,0.00523564,0.03011107,0.0001908871,0.0001940586,0.0001154704,0.0001120299,0.00002251688,0.00006880748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745626,"threshold_uncertainty_score":0.4618769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007277153722020334,"score_gpt":0.2801892266945086,"score_spread":0.2729120729724883,"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."}}