{"id":"W4285070965","doi":"10.1093/geroni/igab046.1594","title":"Feasibility of Routine Quality-of-Life Assessment in Long-Term Care Homes","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Alberta","funders":"","keywords":"Comprehension; Quality of life (healthcare); Reliability (semiconductor); Long-term care; Consistency (knowledge bases); Dementia; Internal consistency; Medicine; Cognition; Psychology; Gerontology; Nursing; Patient satisfaction; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01431205,0.0003648813,0.0003001364,0.0007739507,0.0006972104,0.0009812434,0.0008462471,0.0005101585,0.0009109157],"category_scores_gemma":[0.02744307,0.0002622578,0.000411724,0.0006141353,0.0005069944,0.0005387692,0.00108894,0.0006142966,0.0002495552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659568,"about_ca_system_score_gemma":0.002520361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384492,"about_ca_topic_score_gemma":0.04633052,"domain_scores_codex":[0.9914956,0.005064653,0.0006497795,0.0003943996,0.001811121,0.0005845181],"domain_scores_gemma":[0.9862331,0.004358389,0.002677886,0.0006993762,0.004523031,0.001508139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005763826,0.0009083756,0.9168248,0.0001539137,0.00006039002,0.0001887376,0.005062323,0.0003601721,0.001476814,0.00004223315,0.001215977,0.07312977],"study_design_scores_gemma":[0.00006392961,0.001677711,0.9911997,0.0000931636,0.00002424248,0.00009285713,0.004049829,0.001303565,0.0005665019,0.00003826611,0.0008642885,0.00002589746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969988,0.0001698303,0.0008572469,0.0001634559,0.00002011857,0.0004821688,0.0001918597,0.00003391072,0.001082784],"genre_scores_gemma":[0.9969077,0.00009073457,0.002251113,0.00005488702,0.00001214302,0.0003283139,0.0001774724,0.000002236514,0.0001754449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02384492,"threshold_uncertainty_score":0.07569021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187131403903679,"score_gpt":0.4983019938451699,"score_spread":0.3795888534548019,"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."}}