{"id":"W4319461386","doi":"10.1111/jep.13817","title":"The COVID‐19 impact and characterization on substance use‐related emergency department visits for adolescents and young adults in Canada: Practical implications","year":2023,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Toronto; McMaster University; Centre for Addiction and Mental Health; Waypoint Centre for Mental Health Care","funders":"","keywords":"Medicine; Triage; Emergency department; Pandemic; Population; Young adult; Mental health; Logistic regression; Emergency medicine; Family medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health; Gerontology; Disease","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":[0.002041328,0.0004100556,0.0003717377,0.001904027,0.002575127,0.001709846,0.001363715,0.0004524855,0.001988563],"category_scores_gemma":[0.008406902,0.0002544898,0.0006399705,0.004301121,0.000901235,0.0007613385,0.001482331,0.001052976,0.0001313576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03840888,"about_ca_system_score_gemma":0.09166954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954988,"about_ca_topic_score_gemma":0.9971232,"domain_scores_codex":[0.9983686,0.00019911,0.0001302858,0.0001846221,0.0005188153,0.000598607],"domain_scores_gemma":[0.9920995,0.0007563233,0.001432263,0.0001746997,0.003952419,0.001584916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003849747,0.0000226321,0.9881742,0.0001394126,0.00003564966,0.0000545426,0.0007744865,0.0001862879,0.00008600048,0.0001302725,0.001852531,0.008505539],"study_design_scores_gemma":[0.000003215503,0.00001874639,0.9958915,0.0001189482,0.0000206931,0.00003474853,0.002325448,0.000316115,0.00004547905,0.00003464173,0.001182682,0.000007783911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623439,0.006122279,0.0006289678,0.008725315,0.00009567141,0.0002822005,0.01402668,0.00004590535,0.007729224],"genre_scores_gemma":[0.992136,0.002607985,0.001232024,0.0006372445,0.00003587618,0.00006747954,0.002404243,0.00001153421,0.0008676531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03840888,"threshold_uncertainty_score":0.2786772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069514505819258,"score_gpt":0.4828433847821622,"score_spread":0.3758919342002365,"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."}}