{"id":"W4220853752","doi":"10.1136/bmjgh-2021-008201","title":"Partnering with organisations beyond academia through strategic collaboration for research and mobilisation in immigrant/ethnic-minority communities","year":2022,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Public relations; Grassroots; General partnership; Ethnic group; Capacity building; Immigration; Private sector; Community engagement; Public sector; Community organization; Business; Sociology; Political science; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004946049,0.0001489331,0.000286051,0.00009622095,0.003937737,0.0000151258,0.0001649277,0.0001496746,0.00008536159],"category_scores_gemma":[0.00002245227,0.0001439749,0.00001448599,0.001002738,0.0001184486,0.000212493,0.0001727603,0.001251177,0.000006340284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979428,"about_ca_system_score_gemma":0.003032386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02615389,"about_ca_topic_score_gemma":0.1067468,"domain_scores_codex":[0.9952496,0.002181161,0.0008222874,0.000278064,0.000608399,0.0008604323],"domain_scores_gemma":[0.9982572,0.0006939524,0.0003095553,0.0002785027,0.0002532364,0.0002075614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002536432,0.0009753998,0.3973989,0.007628035,0.00003081277,0.000004026491,0.2743794,0.0008360923,0.00002891745,0.3035746,0.009120364,0.003487129],"study_design_scores_gemma":[0.004123487,0.004584917,0.03971759,0.0004843794,0.000008774701,0.000005751343,0.8833717,0.002563286,0.000008715912,0.05483156,0.01001082,0.0002890501],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826587,0.0008451986,0.0001332896,0.00515188,0.0003039267,0.007521306,0.0008360813,0.00005193361,0.00249767],"genre_scores_gemma":[0.9903205,0.0002888278,0.001006422,0.002983317,0.000116801,0.003845174,0.001282971,0.00001462757,0.0001413267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6089923,"threshold_uncertainty_score":0.997359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.577178982634686,"score_gpt":0.5966879964383061,"score_spread":0.01950901380362002,"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."}}