{"id":"W2528402792","doi":"10.1186/s12954-016-0116-z","title":"Meaningful engagement of people living with HIV who use drugs: methodology for the design of a Peer Research Associate (PRA) hiring model","year":2016,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living Society of British Columbia; AIDS Vancouver; Dr. Peter AIDS Foundation; St. Paul's Hospital; Simon Fraser University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Harm reduction; Operationalization; Community-based participatory research; Participatory action research; Community engagement; Population; Health psychology; Public relations; Social work; Psychology; Medicine; Sociology; Gerontology; Medical education; Nursing; Political science; Public health; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1687489,0.001580103,0.000967002,0.00281295,0.004859382,0.004545915,0.005015943,0.002277508,0.01256675],"category_scores_gemma":[0.1526223,0.001268725,0.002656913,0.002040725,0.006862588,0.004179119,0.007430877,0.003973458,0.002663501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00459443,"about_ca_system_score_gemma":0.01886377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194865,"about_ca_topic_score_gemma":0.004876172,"domain_scores_codex":[0.7944989,0.1873061,0.004579348,0.005808765,0.005843984,0.001962997],"domain_scores_gemma":[0.8478889,0.1018344,0.007872535,0.02240851,0.01644483,0.00355072],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001830628,0.005269572,0.01433899,0.00799814,0.0003053617,0.0009512511,0.2345891,0.003570861,0.005697549,0.1381909,0.01717385,0.5700838],"study_design_scores_gemma":[0.00763628,0.01685605,0.02066248,0.01130238,0.001369201,0.001215157,0.1794245,0.03098068,0.01605707,0.2377938,0.4759533,0.0007491569],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04731712,0.0007635572,0.6748788,0.003398651,0.0005694816,0.2492567,0.0006995528,0.0004348521,0.02268133],"genre_scores_gemma":[0.05462129,0.0002837942,0.6367921,0.0007337704,0.0000578533,0.3048539,0.000158193,0.00005951112,0.002439592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8312511,"threshold_uncertainty_score":0.8924401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.873329353278856,"score_gpt":0.6775868759435304,"score_spread":0.1957424773353256,"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."}}