{"id":"W4385882590","doi":"10.2196/45451","title":"Real-Time Virtual Support as an Emergency Department Strategy for Rural, Remote, and Indigenous Communities in British Columbia: Descriptive Case Study","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Health, British Columbia","keywords":"Indigenous; Peer support; Nursing; Emergency department; Medicine; Accountability; Qualitative research; Burnout; Rural health; Health care; Telehealth; Telemedicine; Rural area; Public relations; Sociology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091822,0.0004932751,0.0003910221,0.001200521,0.0183117,0.002585222,0.002379247,0.001428108,0.003014449],"category_scores_gemma":[0.00266372,0.0004863783,0.000225818,0.001705799,0.004406652,0.000934548,0.003369013,0.002296923,0.0002706703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02161358,"about_ca_system_score_gemma":0.02394196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7265541,"about_ca_topic_score_gemma":0.9039092,"domain_scores_codex":[0.9981378,0.0005969956,0.00005255975,0.0001281974,0.0002214769,0.0008629462],"domain_scores_gemma":[0.9978454,0.0006522422,0.0002203636,0.00007528583,0.0003289646,0.0008775885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00006978642,0.0004380255,0.03279801,0.0003681414,0.00001712965,0.03245177,0.9089289,0.0001316471,0.00126564,0.001399224,0.004335781,0.01779587],"study_design_scores_gemma":[0.000003078277,0.0000589163,0.0146159,0.0001623337,0.000006682942,0.001775161,0.9760514,0.00007913626,0.00008030525,0.00008951267,0.007061988,0.00001553365],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919506,0.0006354816,0.0001352398,0.001076165,0.00002331093,0.0001324493,0.00006084618,0.000006769086,0.005979172],"genre_scores_gemma":[0.9926342,0.001204962,0.0004592481,0.0008539607,0.00001524545,0.0001219477,0.00006089276,0.0000134006,0.004636141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2734459,"threshold_uncertainty_score":0.5501125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442166193588277,"score_gpt":0.4830723925613365,"score_spread":0.3388557732025088,"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."}}