{"id":"W4206677957","doi":"10.2196/28979","title":"Telehealth Adoption and Discontinuation by US Hospitals: Results From 2 Quasi-Natural Experiments","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Discontinuation; Medicine; Revenue; Emergency department; Medical emergency; Health care; Emergency medicine; Telemedicine; Family medicine; Nursing; Business","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":[0.1122228,0.001170277,0.002262503,0.0008098296,0.001878813,0.002442063,0.002916965,0.00288761,0.009056736],"category_scores_gemma":[0.139257,0.001018754,0.006304556,0.0008496289,0.003957049,0.003214962,0.001981001,0.003681009,0.0007843658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314558,"about_ca_system_score_gemma":0.003705775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0080297,"about_ca_topic_score_gemma":0.005408139,"domain_scores_codex":[0.9197119,0.0675258,0.003152354,0.005323076,0.002355972,0.001930875],"domain_scores_gemma":[0.599287,0.3237224,0.04605689,0.02319852,0.005095204,0.002640016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1907215,0.1049451,0.4522408,0.008181457,0.03834341,0.001753659,0.01381521,0.03345701,0.0054724,0.03949989,0.01423292,0.09733667],"study_design_scores_gemma":[0.06892609,0.1208514,0.5002018,0.001898891,0.02527365,0.0008927129,0.008156248,0.1785758,0.005931695,0.06655601,0.02176535,0.0009704448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538258,0.001608517,0.02597537,0.001447325,0.0005100514,0.01000629,0.003373603,0.000175073,0.00307799],"genre_scores_gemma":[0.9494352,0.0004203502,0.01960215,0.001908809,0.0002093752,0.02438101,0.001924277,0.00005010581,0.002068734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122228,"threshold_uncertainty_score":0.5934978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05807725936489802,"score_gpt":0.4494032705917584,"score_spread":0.3913260112268604,"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."}}