{"id":"W3153929058","doi":"10.3389/fnins.2021.648489","title":"Neurologic Music Therapy via Telehealth: A Survey of Clinician Experiences, Trends, and Recommendations During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Telehealth; Demographics; Coronavirus disease 2019 (COVID-19); Pandemic; Telemedicine; Medicine; Clinical Practice; Psychology; Perception; Family medicine; Health care; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002035762,0.00009508403,0.0003337853,0.0007613197,0.0008952462,0.001188801,0.0004063836,0.0007308438,0.001416907],"category_scores_gemma":[0.01249913,0.000274815,0.0001697249,0.001184925,0.0004930489,0.001187052,0.001328179,0.0008932201,0.0002893895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220642,"about_ca_system_score_gemma":0.001801922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01655825,"about_ca_topic_score_gemma":0.02681989,"domain_scores_codex":[0.9978679,0.0008830123,0.0002848392,0.0001912991,0.0004258708,0.0003469372],"domain_scores_gemma":[0.9912896,0.002672491,0.003360902,0.0001692459,0.001177262,0.001330501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107169,0.0002218065,0.8932281,0.0002558861,0.00002758031,0.0005997578,0.07108746,0.00007334891,0.001053832,0.00008932032,0.002460704,0.03079515],"study_design_scores_gemma":[0.00001102057,0.0002808325,0.8413504,0.0002188131,0.000009550505,0.0009058164,0.1518199,0.0003038624,0.0001434954,0.00002912074,0.004905403,0.00002179327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997541,0.0002998249,0.00008060163,0.0008649911,0.00000696155,0.00003898179,0.0002274851,0.00000441079,0.0009357896],"genre_scores_gemma":[0.9977449,0.0008229816,0.0002316276,0.0005288418,0.00001216888,0.00006843112,0.0001869553,0.000005778897,0.0003984951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01655825,"threshold_uncertainty_score":0.03292376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477130395483138,"score_gpt":0.4061860811988621,"score_spread":0.2584730416505484,"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."}}