{"id":"W4408218153","doi":"10.3390/healthcare13050564","title":"Navigating Equitable Access to Cancer and Mental Health Services During Pandemics: Stakeholder Perspectives on COVID-19 Challenges and Community-Based Solutions for Immigrants and Refugees—Proceedings from Think Tank Sessions","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Public Health Ontario; Toronto Western Hospital; Brock University; Access Alliance Multicultural Health and Community Services; University of Toronto; Toronto Metropolitan University; Women's College Hospital; Western University; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Refugee; Pandemic; Coronavirus disease 2019 (COVID-19); Immigration; Mental health; 2019-20 coronavirus outbreak; Stakeholder; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Public relations; Business; Psychology; Medicine; Psychiatry; Virology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009183323,0.0002830496,0.0005720705,0.0001804642,0.003340219,0.0001049066,0.0001315108,0.0001777224,0.000003897107],"category_scores_gemma":[0.0002045662,0.000260418,0.00003892097,0.0002368685,0.00009563731,0.0002363874,0.0002742508,0.0009130461,2.105097e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000975594,"about_ca_system_score_gemma":0.001141605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06160507,"about_ca_topic_score_gemma":0.04578057,"domain_scores_codex":[0.9978372,0.0001533274,0.0003980525,0.0005803082,0.0002371566,0.0007938806],"domain_scores_gemma":[0.9976779,0.000641349,0.0001726003,0.0002537333,0.0002258345,0.001028602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003283438,0.0005482518,0.2922281,0.07678124,0.000263388,0.000009250201,0.5496756,0.00002188463,0.001674389,0.002354471,0.001407937,0.07175203],"study_design_scores_gemma":[0.007617739,0.001594819,0.5475093,0.02149575,0.00009680702,0.00001898623,0.4113268,0.0005675731,0.0001897098,0.001573427,0.007497459,0.0005116158],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6968753,0.03568643,0.0000184281,0.2650585,0.00006956477,0.001464705,0.0007100145,0.000105667,0.00001145253],"genre_scores_gemma":[0.9371433,0.01132463,0.0004522599,0.05061796,0.0001084711,0.0001991588,0.00009481046,0.00003279295,0.00002663691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2552812,"threshold_uncertainty_score":0.9999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1963220437054812,"score_gpt":0.4782877540045257,"score_spread":0.2819657102990444,"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."}}