{"id":"W2171375882","doi":"10.1176/appi.ps.54.12.1644","title":"An Administrator's Perspective on Mental Health in Assisted Living","year":2003,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Mental health; Assisted Living Facility; Dementia; Depression (economics); Perspective (graphical); Medicine; Resistance (ecology); Assisted living; Psychiatry; Psychology; Gerontology; Nursing","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":[0.002532013,0.0002754852,0.0002229306,0.000670702,0.008390588,0.004150692,0.0008635601,0.002847737,0.006047531],"category_scores_gemma":[0.0050941,0.0003581567,0.0002458575,0.0007013853,0.003318841,0.002277377,0.002578942,0.003964032,0.0004523229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003673301,"about_ca_system_score_gemma":0.005649326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01513387,"about_ca_topic_score_gemma":0.06293774,"domain_scores_codex":[0.994406,0.003669944,0.0001206846,0.0001070264,0.0004898354,0.001206577],"domain_scores_gemma":[0.9922171,0.001679588,0.0009876584,0.00007937046,0.0008587163,0.004177574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002202898,0.0009217227,0.271019,0.0006458426,0.00008615009,0.02388902,0.4612726,0.0004787483,0.003427144,0.01510057,0.1523533,0.07058577],"study_design_scores_gemma":[0.00002366667,0.0006350722,0.1035322,0.0006258942,0.00002898239,0.004910072,0.7807564,0.000225569,0.0004160328,0.0009543856,0.1078254,0.00006630427],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8113807,0.005920007,0.0003224094,0.1492445,0.001750705,0.00002675542,0.00008903661,0.00002503697,0.03124087],"genre_scores_gemma":[0.9748321,0.004317367,0.0002052014,0.01518228,0.0007652174,0.00002137965,0.00002943284,0.00000871709,0.004638424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513387,"threshold_uncertainty_score":0.03009152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674376770431804,"score_gpt":0.4171495516028801,"score_spread":0.3904057838985621,"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."}}