{"id":"W4399777266","doi":"10.1111/jgs.19038","title":"Factors associated with transition to a nursing home in older adults living in naturally occurring retirement communities","year":2024,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polypharmacy; Gerontology; Logistic regression; Odds; Retirement community; Population; Odds ratio; Geriatrics; Demography; Independent living; Dementia; Environmental health; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003902882,0.0001363712,0.0001501522,0.0004702657,0.0007817895,0.0005059969,0.0003720587,0.0003053259,0.001523073],"category_scores_gemma":[0.001854715,0.0001173451,0.0003352501,0.0007058743,0.0003111775,0.0003041977,0.0005339093,0.000459806,0.000094394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440206,"about_ca_system_score_gemma":0.001898003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3189043,"about_ca_topic_score_gemma":0.4880709,"domain_scores_codex":[0.9997146,0.00003912206,0.00003575664,0.00005185955,0.00007701001,0.00008167294],"domain_scores_gemma":[0.9989758,0.00007613515,0.0005011726,0.00002882592,0.0001372988,0.0002808325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001612325,0.00001569044,0.9992092,0.000007287582,0.000007558926,0.00002644327,0.0001353731,0.00001523172,0.00002726142,0.000007383655,0.00008278189,0.0004496649],"study_design_scores_gemma":[0.000001171322,0.00001763972,0.9994335,0.000008226756,0.00000442086,0.00003241926,0.0003470799,0.00005624682,0.000004521341,0.000008098201,0.00008550742,0.000001181733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990177,0.0001559624,0.00002537385,0.00009692973,0.000003168872,0.00001129537,0.0003082013,0.000001843753,0.0003794657],"genre_scores_gemma":[0.9995364,0.00005809142,0.0000389037,0.00002121576,0.000002807961,0.000006739477,0.0002313664,5.240665e-7,0.0001038517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3189043,"threshold_uncertainty_score":0.634096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383637675383519,"score_gpt":0.3503350043942478,"score_spread":0.3164986276404126,"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."}}