{"id":"W7117242386","doi":"10.1002/alz70858_098452","title":"Development and testing of a new measure of social connection for long‐term care homes: the SONNET study","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":"University of Alberta; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Social connectedness; Measure (data warehouse); Sonnet; Scale (ratio); Reliability (semiconductor); Connection (principal bundle); Social relation","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":[0.01290171,0.0005153445,0.0006394071,0.002051869,0.001968178,0.001592044,0.001498793,0.00067789,0.001944692],"category_scores_gemma":[0.01993245,0.0004292435,0.0008520843,0.001314991,0.001293711,0.00243005,0.003065665,0.001192324,0.000382936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651558,"about_ca_system_score_gemma":0.005727669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02370604,"about_ca_topic_score_gemma":0.05712,"domain_scores_codex":[0.9942173,0.003263535,0.0006023819,0.0004402279,0.001147524,0.000328944],"domain_scores_gemma":[0.9839804,0.005521061,0.001789333,0.001385523,0.005762256,0.00156151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003669368,0.00197699,0.8119567,0.0005293849,0.0001881852,0.0005536786,0.04644769,0.0007476725,0.001744792,0.001974117,0.004115596,0.1293983],"study_design_scores_gemma":[0.0002416886,0.003219651,0.9355764,0.0003375024,0.0001388611,0.000484645,0.03879208,0.003543667,0.001011855,0.001204468,0.01534079,0.0001084497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876417,0.0001169612,0.003941647,0.0002257842,0.00005934556,0.003391133,0.000639007,0.00003586616,0.003948562],"genre_scores_gemma":[0.9565135,0.0002435264,0.02546622,0.0001385323,0.00003125062,0.01474966,0.001377564,0.00003186099,0.001447949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02370604,"threshold_uncertainty_score":0.06823158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0875886764726387,"score_gpt":0.3893110528746304,"score_spread":0.3017223764019917,"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."}}