{"id":"W4407043182","doi":"10.1186/s12875-025-02719-y","title":"Assessing patient experiences with a Virtual Triage and Assessment Centre (VTAC): a mixed-methods study using an online survey and semi-structured interviews in Renfrew County, Ontario","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institut du Savoir Montfort","funders":"","keywords":"Thematic analysis; Descriptive statistics; Health care; Triage; Medicine; Scale (ratio); Family medicine; Logistic regression; Population; Inclusion (mineral); Nursing; Psychology; Medical education; Qualitative research; Environmental health; Medical emergency; Geography; Social psychology","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":[0.004817021,0.0002909343,0.0004969638,0.0008686438,0.004480844,0.001857587,0.0010794,0.0006286072,0.001768222],"category_scores_gemma":[0.007675151,0.0005533071,0.0003704431,0.001420713,0.00201924,0.001044001,0.00174977,0.0007578203,0.000169569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01376224,"about_ca_system_score_gemma":0.01557986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4313018,"about_ca_topic_score_gemma":0.6550844,"domain_scores_codex":[0.9962654,0.002005125,0.000214874,0.0003397769,0.0004792039,0.000695735],"domain_scores_gemma":[0.9930307,0.003228914,0.001243434,0.00014924,0.001050928,0.00129671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001732411,0.0004899097,0.1773885,0.0003335272,0.00003331703,0.001499482,0.8054358,0.00007256257,0.001454024,0.0001730145,0.0009538869,0.01199269],"study_design_scores_gemma":[0.00002916564,0.0007413804,0.1803128,0.0001899321,0.00002375128,0.0003993058,0.8117368,0.0001965618,0.0002580343,0.00004049734,0.006026696,0.00004508628],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987074,0.000136592,0.000164956,0.0002226082,0.000003598016,0.0001787678,0.0001018735,0.000003033488,0.0004812465],"genre_scores_gemma":[0.9972766,0.0003815284,0.0006313891,0.0003792965,0.000008119712,0.0004112104,0.00007791635,0.000005269226,0.0008287681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5686982,"threshold_uncertainty_score":0.8575827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07050529875287699,"score_gpt":0.4062637681500713,"score_spread":0.3357584693971943,"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."}}