{"id":"W7117253534","doi":"10.1002/alz70858_097430","title":"Current State and Impact of Behavioural Support Transition Units in Ontario Long‐Term Care Homes","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Ontario Academic Medicine Association; Innovation Initiatives Ontario North","funders":"","keywords":"State (computer science); Health care; Cognition; Transition (genetics); Health professionals; Cognitive impairment","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":[0.001880947,0.0002399299,0.0004279628,0.001996841,0.00214714,0.002166898,0.001785737,0.0003618133,0.002778781],"category_scores_gemma":[0.009820615,0.0003509058,0.0005721197,0.006101766,0.001413419,0.001240088,0.002548028,0.0004803453,0.000258797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05342423,"about_ca_system_score_gemma":0.05958785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803674,"about_ca_topic_score_gemma":0.9912072,"domain_scores_codex":[0.9964838,0.0004055799,0.0003269704,0.0003177418,0.001404499,0.00106139],"domain_scores_gemma":[0.9889086,0.001132176,0.002292105,0.000361182,0.004890983,0.002414937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002903293,0.0000665246,0.9012677,0.001304711,0.0001664562,0.0002260334,0.01194527,0.0005467833,0.0004658985,0.001207384,0.01336229,0.06915069],"study_design_scores_gemma":[0.00001089665,0.00005234608,0.9802864,0.0004259014,0.00005030676,0.00004027812,0.007574242,0.0002225569,0.00006930935,0.00008598166,0.01116044,0.00002136075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455581,0.009460838,0.0005720617,0.006432256,0.00006936466,0.0001480679,0.02362093,0.0001003886,0.01403814],"genre_scores_gemma":[0.9885237,0.004046668,0.0006031459,0.0004235154,0.00001964443,0.00009798192,0.004924346,0.00001528122,0.001345783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05342423,"threshold_uncertainty_score":0.3876218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0604664865333808,"score_gpt":0.3811139010127141,"score_spread":0.3206474144793333,"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."}}