{"id":"W4413581822","doi":"10.1080/15332640.2025.2548523","title":"Reducing pain into a tablet substantiating and numbing race-based mental health during the COVID-19 pandemic","year":2025,"lang":"en","type":"review","venue":"Journal of Ethnicity in Substance Abuse","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault Area Hospital; Ontario Forest Research Institute; Algoma University","funders":"","keywords":"Mental health; Health care; Racism; Pandemic; Nursing; Qualitative research; Medicine; Health equity; Psychology; Public health; Psychiatry; Political science; Coronavirus disease 2019 (COVID-19); Sociology; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01150085,0.0004723301,0.001964245,0.0006398801,0.0005978953,0.00007386966,0.0005438611,0.0003740992,0.00008506614],"category_scores_gemma":[0.0008127426,0.0003594055,0.0003515815,0.001239632,0.0001358933,0.0001941262,0.00001929647,0.002265156,0.000003077891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716832,"about_ca_system_score_gemma":0.001992502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138934,"about_ca_topic_score_gemma":0.01164784,"domain_scores_codex":[0.9919098,0.003713367,0.002667251,0.0005061481,0.0004669915,0.0007364256],"domain_scores_gemma":[0.9926844,0.003212254,0.003069381,0.0005115487,0.0001201699,0.0004023008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008045944,0.0004898842,0.02652308,0.08265951,0.0005110501,0.0003402772,0.3163719,0.0003178888,0.0000134929,0.0001435942,0.005670823,0.5661539],"study_design_scores_gemma":[0.01107669,0.0006381829,0.00289507,0.1452979,0.0006130104,0.001864341,0.0232533,0.0001313193,0.000003332921,0.0004454756,0.8119625,0.001818872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08191797,0.914376,0.0009920539,0.0009488682,0.0006880349,0.0009999782,0.00003064441,0.00002881592,0.00001767024],"genre_scores_gemma":[0.003862545,0.9930386,0.0005515674,0.002075976,0.0002499128,0.00005038994,0.00001915903,0.00004638286,0.0001054814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8062917,"threshold_uncertainty_score":0.9998858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07713739189040593,"score_gpt":0.4177226946812768,"score_spread":0.3405853027908708,"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."}}