{"id":"W1789270470","doi":"10.1111/inm.12040","title":"Emergency department staff attitudes towards mental health consumers: A literature review and thematic content analysis","year":2013,"lang":"en","type":"review","venue":"International Journal of Mental Health Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Thematic analysis; Emergency department; Psychological intervention; Content analysis; Psychology; Stigma (botany); Medicine; Nursing; Psychiatry; Qualitative research; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008583562,0.0004972263,0.003232883,0.0006334231,0.0002095121,0.00004533668,0.0002747396,0.00009911559,0.0002963766],"category_scores_gemma":[0.00006678963,0.0003394425,0.001127906,0.0004560834,0.0001030925,0.0002109892,0.00007662172,0.0005908869,0.000006854686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806678,"about_ca_system_score_gemma":0.0006723162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000406249,"about_ca_topic_score_gemma":0.00001678101,"domain_scores_codex":[0.9953073,0.0003206814,0.002591172,0.0003426437,0.001047821,0.0003903583],"domain_scores_gemma":[0.9961514,0.00003908585,0.0025405,0.0001876912,0.0006137513,0.0004675057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003654622,0.0005736372,0.00007467446,0.04115219,0.008577247,0.00003449194,0.001384414,3.4054e-8,3.332178e-7,0.00004587252,0.05919202,0.8889285],"study_design_scores_gemma":[0.0008273214,0.0009910443,0.0001216553,0.4971148,0.005117539,0.002552997,0.0008852931,0.000002941937,5.934915e-7,0.00001818838,0.4920668,0.0003008499],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004961932,0.9746998,0.00003452107,0.02061504,0.002218779,0.001712705,0.00051614,0.00001256752,0.0001408131],"genre_scores_gemma":[0.00007588734,0.9961846,0.00115845,0.001319327,0.0002627467,0.00003372038,0.0007337478,0.00003423571,0.0001972751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8886277,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09514661066514925,"score_gpt":0.4659672616496666,"score_spread":0.3708206509845174,"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."}}