{"id":"W6925158551","doi":"10.17605/osf.io/5ckpb","title":"Loneliness and Cognition","year":2025,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Dementia; Cognition; Normative; Cognitive decline; Neurocognitive; Distancing; Social isolation","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":[0.001044785,0.0005638344,0.000841918,0.001431549,0.001799086,0.003107458,0.0005112876,0.0008952761,0.007068238],"category_scores_gemma":[0.006867156,0.000159245,0.0005601958,0.0008509268,0.001560208,0.001640628,0.002988471,0.001276667,0.0006942241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126525,"about_ca_system_score_gemma":0.0007045352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005440746,"about_ca_topic_score_gemma":0.009075843,"domain_scores_codex":[0.9987423,0.0004796161,0.00007957109,0.0001856326,0.0002975206,0.0002154762],"domain_scores_gemma":[0.997074,0.0006831454,0.0008084539,0.000127875,0.0003876568,0.000918816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003481267,0.000808579,0.3978282,0.003522004,0.001679351,0.0008428821,0.04899416,0.0006237967,0.0006614671,0.03282883,0.06442049,0.4474421],"study_design_scores_gemma":[0.00002571332,0.0003561091,0.8921181,0.001691062,0.0003098864,0.001313241,0.01176598,0.0002929106,0.0001122286,0.0203347,0.07152134,0.0001587287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7079777,0.1176993,0.002206595,0.01746234,0.001540791,0.0002008427,0.003811459,0.000134351,0.1489667],"genre_scores_gemma":[0.9758719,0.01838909,0.0006365913,0.001521011,0.0003705318,0.0000793876,0.0005376823,0.00001245747,0.002581416],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007068238,"threshold_uncertainty_score":0.02364564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669514137249864,"score_gpt":0.371964821484887,"score_spread":0.3452696801123883,"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."}}