{"id":"W4412578491","doi":"10.1353/cpr.2025.a965354","title":"Understanding Research Participation Experiences Among Persons Identifying as African, Caribbean, and Black in British Columbia","year":2025,"lang":"en","type":"article","venue":"Progress in community health partnerships","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Mitacs; Simon Fraser University","keywords":"Descriptive statistics; Community engagement; Community-based participatory research; Perspective (graphical); Descriptive research; Mental health; Reproductive health; Psychology; Data collection; Gerontology; Medicine; Political science; Environmental health; Public relations; Participatory action research; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019275,0.0001895435,0.0006037073,0.0006444665,0.006792685,0.0002936276,0.0006263824,0.0003280592,0.0001132375],"category_scores_gemma":[0.001948901,0.0002944132,0.00003659866,0.002206312,0.001228941,0.0003469051,0.0009581205,0.005714546,0.00001412057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009369,"about_ca_system_score_gemma":0.002658958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2838168,"about_ca_topic_score_gemma":0.9649801,"domain_scores_codex":[0.9790547,0.01671097,0.001350649,0.0004081865,0.0006015233,0.001874013],"domain_scores_gemma":[0.9929889,0.005230758,0.000292984,0.0007595509,0.0002056513,0.0005220823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004541646,0.000238635,0.7575138,0.001801912,0.000007167763,0.000009920297,0.2330394,0.000001109429,7.818306e-8,0.0008261839,0.003687749,0.002828616],"study_design_scores_gemma":[0.0009320715,0.0001069286,0.4821466,0.002936232,0.000002691883,9.219535e-7,0.5056711,0.0002628748,4.029951e-7,0.004348461,0.003439091,0.0001526365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763525,0.00203459,0.00004764632,0.01151794,0.00032146,0.002954333,0.000006997645,0.0001139986,0.006650497],"genre_scores_gemma":[0.9947212,0.0005697739,0.0002652175,0.001243646,0.0000316019,0.002532935,0.00003436521,0.00002546455,0.0005757791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6811633,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5974957806010148,"score_gpt":0.5626367654701657,"score_spread":0.0348590151308491,"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."}}