{"id":"W3126085822","doi":"10.2196/25835","title":"Use of Telehealth in Substance Use Disorder Services During and After COVID-19: Online Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Substance Abuse and Mental Health Services Administration","keywords":"Telehealth; Telemedicine; Videoconferencing; Business; Service provider; Service (business); Pandemic; Odds; Health care; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Marketing; Telecommunications; Engineering","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":[0.002301108,0.0001727904,0.000270772,0.001393393,0.000808872,0.0009727042,0.0003796326,0.0007197161,0.002343062],"category_scores_gemma":[0.005738922,0.0003396015,0.0005140621,0.001584002,0.0004039686,0.001336908,0.001148108,0.001137609,0.0005672459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080809,"about_ca_system_score_gemma":0.001029001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221838,"about_ca_topic_score_gemma":0.01805333,"domain_scores_codex":[0.9983627,0.0006145933,0.000258258,0.0001666085,0.0002983381,0.0002994775],"domain_scores_gemma":[0.9936541,0.001695314,0.002647361,0.0001837056,0.0007943968,0.001025171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004217727,0.0004082516,0.9896987,0.00006250684,0.00002146006,0.0001040332,0.004010413,0.00003420613,0.0001587478,0.00003210832,0.0003440224,0.00508333],"study_design_scores_gemma":[0.000006308629,0.000259493,0.9866279,0.00004286293,0.00001029774,0.0001727818,0.01189292,0.0002338881,0.00007613032,0.000009753214,0.0006587976,0.00000906205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985117,0.00005484316,0.00007217217,0.0001238604,0.00000396614,0.00009489767,0.0005947872,0.000003030572,0.0005407942],"genre_scores_gemma":[0.9980415,0.0002226563,0.0002591969,0.0002702272,0.00001342437,0.0002195943,0.0005710998,0.000004377625,0.0003978881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221838,"threshold_uncertainty_score":0.02429456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07411976427671126,"score_gpt":0.4208832099517753,"score_spread":0.3467634456750641,"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."}}