{"id":"W4417274552","doi":"10.12927/hcq.2025.27733","title":"A Click Away From Mental Healthcare: Virtual Urgent Care at the Centre for Addiction and Mental Health","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cameco (Canada); Engineers Without Borders Canada; Centre for Addiction and Mental Health","funders":"","keywords":"Addiction; Mental health; Mental healthcare; Mental health care; Health care; Patient care; Best practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003241972,0.0003641491,0.0002474798,0.0005925433,0.00645235,0.003994256,0.001543506,0.00224725,0.03019535],"category_scores_gemma":[0.01160554,0.0003841631,0.0006783537,0.000403066,0.002142613,0.004127215,0.007786355,0.00347061,0.002653886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455287,"about_ca_system_score_gemma":0.004169587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713284,"about_ca_topic_score_gemma":0.01096452,"domain_scores_codex":[0.9945607,0.004062699,0.0001124198,0.0001357811,0.0003744022,0.0007540836],"domain_scores_gemma":[0.9843759,0.003319629,0.0007826292,0.0003477889,0.0004377609,0.01073641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005561596,0.005030524,0.05881003,0.001264817,0.0001152283,0.01257999,0.07475311,0.0004743467,0.002883276,0.009576773,0.4741128,0.359843],"study_design_scores_gemma":[0.000586829,0.007053515,0.1201966,0.002626008,0.0002345243,0.02436763,0.2957053,0.002409404,0.002539291,0.01048566,0.5332142,0.0005810275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6011352,0.002383337,0.01193952,0.2228647,0.006075225,0.000875929,0.0005232267,0.001666642,0.1525363],"genre_scores_gemma":[0.9458045,0.001702777,0.01199584,0.02537382,0.001483108,0.0003439023,0.0001952263,0.0001734867,0.01292727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03019535,"threshold_uncertainty_score":0.1010135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791436938066411,"score_gpt":0.3471561745673674,"score_spread":0.3292418051867033,"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."}}