{"id":"W3032220812","doi":"10.3760/cma.j.issn.1674-2907.2017.08.016","title":"Practice and experience of group therapy in improving the subjective well-being of elderly patients with long-term hospitalization","year":2017,"lang":"en","type":"article","venue":"Zhonghua xiandai huli zazhi","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Quality of life (healthcare); Happiness; Psychological intervention; Physical therapy; Negative emotion; Subjective well-being; Psychiatry; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005285267,0.0002752524,0.0002799429,0.0002705542,0.0003643956,0.0001957721,0.0001944531,0.0002396789,0.002117892],"category_scores_gemma":[0.00108533,0.00005354523,0.0002952644,0.0001436526,0.0001929784,0.0001530873,0.0005043713,0.0002346695,0.000165568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938224,"about_ca_system_score_gemma":0.0003324546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006033613,"about_ca_topic_score_gemma":0.001029838,"domain_scores_codex":[0.9997055,0.0001686999,0.00001633734,0.00003225013,0.00003003151,0.00004715145],"domain_scores_gemma":[0.9997446,0.00005289084,0.00004376675,0.00001537418,0.0000207574,0.00012268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003478327,0.02081315,0.1172507,0.002546308,0.0003935827,0.0006730311,0.006796466,0.000857013,0.01436365,0.00037902,0.002943838,0.8295049],"study_design_scores_gemma":[0.002683939,0.04716251,0.9161759,0.00077272,0.0008249703,0.0009883381,0.00839853,0.001885236,0.003780177,0.00067843,0.01659418,0.00005508965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994514,0.001756974,0.0005405683,0.0003244172,0.00005821741,0.0001591774,0.00002494343,0.00002076232,0.002600929],"genre_scores_gemma":[0.9961505,0.001221245,0.001748173,0.00009098848,0.00005469114,0.000130501,0.00002772331,0.000001724287,0.0005743618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002117892,"threshold_uncertainty_score":0.007085085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037666004679771,"score_gpt":0.30827818431958,"score_spread":0.2979015242727823,"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."}}