{"id":"W3033117314","doi":"10.2196/20157","title":"Pediatric Telebehavioral Health: A Transformational Shift in Care Delivery in the Era of COVID-19","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Pandemic; Workforce; Coronavirus disease 2019 (COVID-19); Paradigm shift; Transformational leadership; Health care; Modalities; Medicine; Sustainability; Healthcare delivery; Nursing; Business; Telemedicine; Public relations; Political science; Sociology","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":[0.004895417,0.0002482093,0.000230365,0.0004583155,0.003141421,0.004100638,0.001309713,0.00232282,0.005529386],"category_scores_gemma":[0.007905186,0.0001906482,0.0004896909,0.0009565577,0.002823103,0.00444152,0.005999292,0.006029772,0.0004650829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006254786,"about_ca_system_score_gemma":0.01416527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165783,"about_ca_topic_score_gemma":0.02419185,"domain_scores_codex":[0.9951909,0.002361107,0.0002311966,0.0002894214,0.0008115281,0.001115894],"domain_scores_gemma":[0.993634,0.001691099,0.0005989933,0.0001839157,0.0005685056,0.003323456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002841374,0.001344637,0.09290634,0.001603362,0.00007351005,0.009091524,0.06861362,0.001102456,0.002955968,0.05711685,0.08214623,0.6827614],"study_design_scores_gemma":[0.0001389462,0.001411759,0.1950528,0.004179633,0.00006648314,0.01298685,0.2663049,0.003047124,0.002057272,0.02871221,0.4858411,0.0002009944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3562747,0.007755213,0.00697388,0.5932677,0.001573304,0.0001887847,0.0001903191,0.0002855063,0.03349061],"genre_scores_gemma":[0.9493424,0.008207571,0.009917287,0.02800065,0.000691764,0.0001535262,0.0001079282,0.00008122602,0.003497658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01165783,"threshold_uncertainty_score":0.0453819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538349255562778,"score_gpt":0.4105962753783987,"score_spread":0.3552127828227709,"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."}}