{"id":"W4223496757","doi":"10.1136/bmjoq-2021-001782","title":"Implementation of an emergency department virtual follow-up care process in a community-based hospital: a quality improvement initiative","year":2022,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Native Mental Health Association of Canada; Fraser Health","funders":"","keywords":"Emergency department; Medicine; Referral; Medical emergency; Telehealth; Patient satisfaction; Telemedicine; Health care; Emergency medicine; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02201478,0.0006819863,0.0003601788,0.001185829,0.003721433,0.003872307,0.003983445,0.001487131,0.002518262],"category_scores_gemma":[0.02581376,0.0006127184,0.0006583018,0.0008775745,0.002148352,0.002385899,0.00684326,0.003333081,0.0003556671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004720325,"about_ca_system_score_gemma":0.02926587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622734,"about_ca_topic_score_gemma":0.03057259,"domain_scores_codex":[0.986529,0.007722656,0.00072318,0.0006963212,0.002302942,0.002025916],"domain_scores_gemma":[0.9538726,0.005205889,0.003839554,0.002666722,0.006057743,0.02835762],"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":[0.001421147,0.0285038,0.1291072,0.001282143,0.0002021791,0.002272227,0.01967056,0.003002761,0.01059161,0.001912222,0.02800433,0.7740299],"study_design_scores_gemma":[0.003407734,0.05521329,0.7698385,0.001540432,0.0002947967,0.002417451,0.07359751,0.01556869,0.007172928,0.001494674,0.06891841,0.0005357243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323793,0.0005511973,0.01462362,0.02905101,0.0005567321,0.008852893,0.0002697897,0.001892062,0.01182344],"genre_scores_gemma":[0.9302164,0.0005310405,0.05960568,0.004543968,0.0002032093,0.0017501,0.0005055928,0.0001060898,0.002537812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201478,"threshold_uncertainty_score":0.1164267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386861283974999,"score_gpt":0.5244013347781931,"score_spread":0.3857152063806931,"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."}}