{"id":"W4403701670","doi":"10.1080/15332985.2024.2417694","title":"Barriers to advocacy for recovery and wellbeing: a mixed methods study of challenges faced by mental health hospital social workers in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Social work; Psychology; Mental illness; Nursing; Psychiatry; Medicine; Sociology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.008513288,0.0006295183,0.001114319,0.002655554,0.02118583,0.005661081,0.002577477,0.001345175,0.002166056],"category_scores_gemma":[0.01101011,0.001083306,0.0005770681,0.004831512,0.006022631,0.002160722,0.005484601,0.002373558,0.000196074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08737352,"about_ca_system_score_gemma":0.1327335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9758995,"about_ca_topic_score_gemma":0.9924349,"domain_scores_codex":[0.993097,0.002128458,0.0004066276,0.0005076387,0.001195281,0.002664983],"domain_scores_gemma":[0.9897823,0.003626726,0.001658082,0.000274086,0.002830216,0.001828548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008322143,0.0002474551,0.07957169,0.0002715574,0.0000230747,0.0004791211,0.9101658,0.00003815252,0.0003472593,0.0003275383,0.0005940258,0.007851142],"study_design_scores_gemma":[0.00001083483,0.0001169875,0.06779092,0.0002237438,0.00001690308,0.00005091998,0.9290839,0.00009323633,0.0000758254,0.00006968862,0.002441339,0.00002575483],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972219,0.0003512953,0.0001487756,0.000538932,0.000008664867,0.0003305787,0.0001485717,0.000003462883,0.001247767],"genre_scores_gemma":[0.9963962,0.0006814984,0.0004511874,0.0005235972,0.000007956817,0.0003321618,0.00008427288,0.000008696396,0.001514383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08737352,"threshold_uncertainty_score":0.6339422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0898574345509779,"score_gpt":0.4421658997494207,"score_spread":0.3523084651984428,"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."}}