{"id":"W2799830646","doi":"10.1186/s12913-018-2969-1","title":"Heard and valued: the development of a model to meaningfully engage marginalized populations in health services planning","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Institute of Gender and Health; BC Children's Hospital; Canadian Institutes of Health Research; Canadian Foundation for Healthcare Improvement","keywords":"Health care; Health administration; Nursing research; Health informatics; Context (archaeology); Community engagement; Public relations; Health services research; Psychology; Public health; Nursing; Qualitative research; Process (computing); Medicine; Medical education; Sociology; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01399636,0.001222137,0.0004470268,0.003079327,0.006170477,0.01050539,0.005583911,0.004004981,0.008785327],"category_scores_gemma":[0.01858085,0.0008664998,0.001553733,0.00214135,0.01210235,0.01317635,0.008282362,0.004140439,0.001329555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008888511,"about_ca_system_score_gemma":0.0187622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054524,"about_ca_topic_score_gemma":0.01517329,"domain_scores_codex":[0.9836221,0.01314618,0.0004150318,0.000863692,0.001153484,0.000799435],"domain_scores_gemma":[0.9878265,0.009029782,0.0004863606,0.0007794548,0.0008762521,0.001001696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000181578,0.0008741577,0.006923478,0.001291893,0.00005467024,0.001602848,0.1945006,0.01061297,0.0009942501,0.6166146,0.01440499,0.1519439],"study_design_scores_gemma":[0.0002494154,0.0005586355,0.00218178,0.002821637,0.0001636408,0.001619538,0.2087941,0.05753901,0.00195829,0.4198923,0.3040055,0.0002162524],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.093559,0.0008986437,0.5788289,0.06334684,0.0005156652,0.006019246,0.0009150096,0.001312553,0.2546041],"genre_scores_gemma":[0.4172575,0.0006581803,0.5627694,0.002063256,0.00003307094,0.003869462,0.0005598383,0.000142279,0.01264701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01399636,"threshold_uncertainty_score":0.07402074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5955878848095904,"score_gpt":0.5837749583450093,"score_spread":0.0118129264645811,"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."}}