{"id":"W4410904116","doi":"10.1186/s12954-025-01247-3","title":"Rural community-based participatory research with families of people who use drugs: key considerations from a multi-provincial research partnership","year":2025,"lang":"en","type":"review","venue":"Harm Reduction Journal","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie; Alberta Health Services; Eston College; Research Manitoba; University of Manitoba; Brandon University; University of Alberta","funders":"Killam Trusts; Canada Research Chairs; Pierre Elliott Trudeau Foundation","keywords":"General partnership; Participatory action research; Health psychology; Community-based participatory research; Social policy; Key (lock); Sociology; Citizen journalism; Public relations; Economic growth; Political science; Public health; Medicine; Nursing","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03167594,0.0004046178,0.001701197,0.002560059,0.009371131,0.0002307193,0.0007498967,0.0005068301,0.0008871436],"category_scores_gemma":[0.01333064,0.0003255502,0.0002537973,0.002884867,0.001291239,0.0006540241,0.000318724,0.01126412,0.000167662],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162711,"about_ca_system_score_gemma":0.0386107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009364282,"about_ca_topic_score_gemma":0.001174241,"domain_scores_codex":[0.9290226,0.0638909,0.002737523,0.0004300538,0.002297588,0.001621397],"domain_scores_gemma":[0.9623783,0.02923066,0.001456757,0.001090865,0.005021717,0.0008217466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004207432,0.0007445011,0.0009775596,0.04521,0.0004013673,0.00002689124,0.710151,0.00004799227,0.00004508925,0.001901451,0.1977954,0.04227796],"study_design_scores_gemma":[0.001737763,0.000324418,0.0004619389,0.03809846,0.0002554799,0.00003298645,0.2872044,0.00003687224,0.00002019295,0.0004133286,0.6710264,0.0003877626],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1201273,0.7993852,0.001660409,0.02784164,0.008203388,0.03127761,0.006588661,0.0005910374,0.004324768],"genre_scores_gemma":[0.01073902,0.9765491,0.003869671,0.001136453,0.002034372,0.002647524,0.0002666896,0.0001307412,0.0026264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.473231,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9147068547908759,"score_gpt":0.7235757901399065,"score_spread":0.1911310646509694,"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."}}