{"id":"W6939906165","doi":"10.6084/m9.figshare.c.7403100","title":"Associations between specialized dementia care, COVID-19 and central nervous system medication use in assisted living: a population-based repeated cross-sectional study","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Alberta Health Services; Institute for Clinical Evaluative Sciences; University of Calgary; University of Alberta; University of Waterloo","funders":"","keywords":"Dementia; Gee; Staffing; Pandemic; Population; Antipsychotic; Generalized estimating equation; Health care","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":[0.0008192662,0.0003694594,0.000337655,0.0008780002,0.0007958072,0.0009406131,0.00082682,0.0004806441,0.001179855],"category_scores_gemma":[0.00182525,0.0004034592,0.0005635792,0.001783895,0.0004292308,0.0003566047,0.000582737,0.0006361591,0.0002494236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737511,"about_ca_system_score_gemma":0.001532913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3194115,"about_ca_topic_score_gemma":0.3976935,"domain_scores_codex":[0.9992937,0.0001285035,0.00007582847,0.0002001292,0.0001772715,0.0001245198],"domain_scores_gemma":[0.9983828,0.0001454562,0.0006545103,0.0001469644,0.000392208,0.0002781138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002431798,0.00002585277,0.9994591,0.000005114236,0.00004169616,0.00001528458,0.0000587732,0.0000143174,0.00004281174,0.000003521025,0.0000837784,0.0002255127],"study_design_scores_gemma":[0.000003423988,0.00003259907,0.9995926,0.000003427372,0.00001452621,0.00003778376,0.0001490698,0.00007833248,0.00001267438,0.000003525229,0.00007000275,0.000002063945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970868,0.0001444109,0.0000905663,0.00002772268,0.000007003211,0.00003515924,0.00227231,0.000007340548,0.0003286533],"genre_scores_gemma":[0.9977894,0.00006484254,0.0001488131,0.00004119088,0.000008225263,0.00003487431,0.001695591,0.00000236275,0.0002146689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3194115,"threshold_uncertainty_score":0.6351045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845242317455639,"score_gpt":0.2991843169242102,"score_spread":0.2407318937496538,"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."}}