{"id":"W4318830236","doi":"10.1136/bmjopen-2022-063994","title":"Community mental health funding, stakeholder engagement and outcomes: a realist synthesis","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; North York General Hospital; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Stakeholder engagement; Stakeholder; Mental health; Public relations; Community engagement; Context (archaeology); Medicine; Stakeholder analysis; Public engagement; Political science; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.10874,0.001597215,0.002746008,0.01006394,0.004108036,0.01062414,0.00283516,0.003422779,0.006146554],"category_scores_gemma":[0.1216915,0.0008028169,0.003244546,0.00929177,0.007858234,0.008467373,0.00934416,0.004448458,0.0003912877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02217249,"about_ca_system_score_gemma":0.03102185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00931755,"about_ca_topic_score_gemma":0.0145823,"domain_scores_codex":[0.910917,0.07587405,0.004701906,0.002503505,0.004287968,0.001715442],"domain_scores_gemma":[0.8108773,0.1756686,0.004152921,0.00366528,0.005058771,0.0005770749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000499999,0.0003074509,0.00523748,0.1812899,0.002539597,0.001002787,0.2588638,0.004880976,0.0005355313,0.3520432,0.01064024,0.1821591],"study_design_scores_gemma":[0.0003049755,0.000514415,0.006930267,0.2827312,0.004611486,0.0003191766,0.2292172,0.0041591,0.001184199,0.253709,0.2161377,0.0001812466],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1264364,0.4531601,0.1735559,0.122538,0.004412176,0.02906706,0.007162215,0.0002594188,0.08340872],"genre_scores_gemma":[0.719134,0.1291196,0.1025589,0.008098227,0.0005594654,0.03624336,0.001252883,0.0001134243,0.002920036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.10874,"threshold_uncertainty_score":0.5750792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8179539361388936,"score_gpt":0.5855929810395832,"score_spread":0.2323609550993103,"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."}}