{"id":"W7046541650","doi":"","title":"Describing of issues within long-term care during the covid-19 pandemic: inappropriate antipsychotic use in persons with dementia and future strategies to improve pandemic protocols","year":2022,"lang":"en","type":"other","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Pandemic; Antipsychotic; Preparedness; Long-term care; Delirium; MEDLINE; Coronavirus disease 2019 (COVID-19)","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":[0.004646342,0.0002227963,0.0002363518,0.0007626895,0.007365505,0.003255628,0.001632558,0.002450556,0.002020925],"category_scores_gemma":[0.01368222,0.0002579398,0.0004834687,0.001165806,0.003003572,0.002790269,0.00240957,0.003104545,0.0001699996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02675685,"about_ca_system_score_gemma":0.05742343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5133981,"about_ca_topic_score_gemma":0.6964823,"domain_scores_codex":[0.9970661,0.001207026,0.0003561244,0.0001050367,0.0006907617,0.0005749568],"domain_scores_gemma":[0.9913727,0.001413244,0.001507661,0.0002087374,0.003275935,0.002221736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001189633,0.0003076814,0.3095514,0.002076994,0.00007028936,0.0106892,0.1775907,0.001135597,0.002074065,0.01767279,0.1847981,0.2939143],"study_design_scores_gemma":[0.00003627209,0.0002999724,0.2914404,0.002894547,0.00008139938,0.00258896,0.3866193,0.001296676,0.0008326986,0.007833716,0.305904,0.0001721205],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1611393,0.00983927,0.001876246,0.7844582,0.001517299,0.0002396541,0.0002447191,0.00008291606,0.04060244],"genre_scores_gemma":[0.9069798,0.01963069,0.00483686,0.05801966,0.0009809174,0.0001921774,0.0002445477,0.00003647757,0.009078879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5133981,"threshold_uncertainty_score":0.9789352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267743061505633,"score_gpt":0.2633039956442935,"score_spread":0.2365296894937302,"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."}}