{"id":"W4406859443","doi":"10.20944/preprints202501.1936.v1","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":"preprint","venue":"Preprints.org","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Refugee; Pandemic; Immigration; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Stakeholder; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Public relations; Sociology; Medicine; Virology; Psychiatry; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04600296,0.001329811,0.0009200383,0.001572359,0.03182838,0.01357259,0.003591442,0.00853335,0.006920794],"category_scores_gemma":[0.03474069,0.0008985684,0.001705057,0.001328083,0.01737973,0.009172357,0.02156419,0.01324744,0.0008142177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404815,"about_ca_system_score_gemma":0.04486587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635263,"about_ca_topic_score_gemma":0.0293616,"domain_scores_codex":[0.9731409,0.02015586,0.0006238203,0.0008726397,0.001344464,0.003862446],"domain_scores_gemma":[0.9485197,0.03237772,0.001670509,0.0008742351,0.00436049,0.0121973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007567099,0.0001701456,0.001516073,0.0006022283,0.00002248081,0.001152104,0.9663537,0.0001372606,0.001198356,0.004068124,0.0122169,0.01248686],"study_design_scores_gemma":[0.00001876961,0.00007423729,0.0004619801,0.000371485,0.000009637976,0.0001036231,0.9600399,0.00008738085,0.0002210608,0.001636483,0.03694533,0.00003015896],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5595197,0.00568398,0.01136972,0.3704619,0.009280798,0.003093915,0.000367334,0.0002549199,0.03996782],"genre_scores_gemma":[0.9263062,0.004937685,0.01375703,0.0397062,0.001070398,0.002457718,0.0001962326,0.0001938792,0.01137454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04600296,"threshold_uncertainty_score":0.2432898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2760994302553405,"score_gpt":0.4772929122146647,"score_spread":0.2011934819593242,"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."}}