{"id":"W7116900438","doi":"10.1002/alz70861_108812","title":"Reliability and responsiveness of social connection in long‐term care home residents (SONNET) scale","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Reliability (semiconductor); Scale (ratio); Psychological intervention; Connection (principal bundle); Social care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00465933,0.000297464,0.0005027051,0.0009199975,0.0005147763,0.0005025429,0.0005591353,0.0004429418,0.001509197],"category_scores_gemma":[0.01384348,0.0001754786,0.0007218479,0.0004862279,0.0003556337,0.00036657,0.001299615,0.0006056675,0.0003118347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005137554,"about_ca_system_score_gemma":0.0006064166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002751006,"about_ca_topic_score_gemma":0.005921563,"domain_scores_codex":[0.9971519,0.0009376843,0.0004728842,0.0002126251,0.001101499,0.0001234495],"domain_scores_gemma":[0.9925988,0.002068744,0.001808839,0.0004022847,0.002518328,0.0006029585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066972,0.0002050475,0.9756731,0.0001091346,0.0002250017,0.0001134228,0.001432088,0.0003335858,0.000770601,0.00009559544,0.001452626,0.01938308],"study_design_scores_gemma":[0.00002457406,0.0002743728,0.9963277,0.00003505573,0.00004072815,0.0001825689,0.0009008179,0.000700637,0.0002388776,0.0001048837,0.001151273,0.00001863576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952115,0.0001480605,0.0009063279,0.0001248726,0.00004283842,0.0002711399,0.0005268525,0.0000301112,0.002738257],"genre_scores_gemma":[0.9959513,0.0001093696,0.002051782,0.00004875102,0.00001720502,0.0005062033,0.0007327065,0.000008438733,0.000574256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00465933,"threshold_uncertainty_score":0.02464116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779762982745203,"score_gpt":0.339270136289747,"score_spread":0.321472506462295,"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."}}