{"id":"W4385349209","doi":"10.1017/cts.2023.600","title":"Integrating community voices in the research continuum: Perspectives on a consultation service","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador","funders":"National Institutes of Health; University of Cambridge; National Center for Advancing Translational Sciences; Johns Hopkins University","keywords":"Stakeholder; Public relations; Service (business); Coronavirus disease 2019 (COVID-19); Medical education; Political science; Nursing; Psychology; Medicine; Library science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1150957,0.0009794654,0.001254777,0.003512198,0.07311543,0.03859117,0.006748588,0.02135521,0.01208618],"category_scores_gemma":[0.1247046,0.001421128,0.001516745,0.00356289,0.04232345,0.02335797,0.05248136,0.03269162,0.002067004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02253941,"about_ca_system_score_gemma":0.08277393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02161164,"about_ca_topic_score_gemma":0.03703927,"domain_scores_codex":[0.7053021,0.2527489,0.003450408,0.004154743,0.01267183,0.02167203],"domain_scores_gemma":[0.7818292,0.1294121,0.006233677,0.004007059,0.02239048,0.05612747],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009615142,0.0002085192,0.001470615,0.0003938957,0.00002216134,0.004018792,0.8755156,0.0001225411,0.0006646024,0.06645682,0.02476718,0.02626313],"study_design_scores_gemma":[0.00003556393,0.0001031754,0.0004434656,0.000793115,0.00001212616,0.001314698,0.8449928,0.0003259457,0.0001659321,0.01547315,0.1362689,0.0000710641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1247661,0.006764857,0.01540781,0.7043055,0.005410004,0.0009209824,0.0001071498,0.0002702096,0.1420474],"genre_scores_gemma":[0.8868932,0.003495239,0.01197453,0.07599057,0.001204378,0.000955178,0.00007642783,0.0004465244,0.01896391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8849043,"threshold_uncertainty_score":0.6086916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7445548453260463,"score_gpt":0.6556741460850378,"score_spread":0.0888806992410085,"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."}}