{"id":"W4392347451","doi":"10.1002/nop2.2084","title":"Quality of life in assisted living facilities for seniors: A descriptive exploratory study","year":2024,"lang":"en","type":"article","venue":"Nursing Open","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"University of Alberta","keywords":"Thematic analysis; Quality of life (healthcare); Descriptive research; Descriptive statistics; Assisted Living Facility; Exploratory research; Gerontology; Psychology; Assisted living; Quality (philosophy); Living lab; Population; Nursing; Qualitative research; Medicine; Sociology; Environmental health; World Wide Web; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004655602,0.0003403867,0.0006465178,0.001655011,0.003069133,0.002298763,0.0008036929,0.0007358239,0.001307786],"category_scores_gemma":[0.005651659,0.0004343774,0.000423618,0.001538165,0.002111728,0.001686847,0.002211985,0.001209227,0.0001856777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183029,"about_ca_system_score_gemma":0.001956416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00402458,"about_ca_topic_score_gemma":0.01055362,"domain_scores_codex":[0.9983336,0.0008824014,0.0001153634,0.00011119,0.0002069963,0.0003505297],"domain_scores_gemma":[0.9968808,0.001490219,0.0006348899,0.0001047799,0.0003930024,0.0004962488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006693453,0.0003144184,0.0764989,0.0004494396,0.00001555717,0.00214145,0.9090849,0.00004226443,0.0008696995,0.0004719394,0.0006668227,0.009377727],"study_design_scores_gemma":[0.000004521177,0.0004010015,0.03854875,0.0001570225,0.000006347446,0.000845407,0.9576087,0.00004026666,0.0001030665,0.00009785624,0.00217244,0.00001459188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988366,0.0002012378,0.0001268206,0.0001545508,0.000005422503,0.00007570897,0.00008874299,0.000002355825,0.0005085592],"genre_scores_gemma":[0.9984217,0.0004046524,0.0003583312,0.0001595325,0.000007266681,0.0001804693,0.00008143611,0.000003101509,0.0003834666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004655602,"threshold_uncertainty_score":0.02462149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2600622992775611,"score_gpt":0.4888389224449455,"score_spread":0.2287766231673844,"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."}}