{"id":"W6976953866","doi":"10.6084/m9.figshare.28307758.v1","title":"Additional file 1 of Institutional, neighborhood, and life stressors on loneliness among older adults","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Stressor; Social isolation; Quality of life (healthcare); Psychosocial","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001279654,0.001308233,0.001877634,0.002851942,0.001893985,0.001928238,0.002183379,0.001617305,0.8559779],"category_scores_gemma":[0.03252329,0.0008368655,0.001949528,0.005080546,0.00033604,0.00319069,0.001689855,0.00141086,0.09569803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054459,"about_ca_system_score_gemma":0.002792032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03410906,"about_ca_topic_score_gemma":0.04415145,"domain_scores_codex":[0.9993263,0.0001414516,0.0001073775,0.0001653009,0.0001016644,0.0001579556],"domain_scores_gemma":[0.9788289,0.01627135,0.001325243,0.0008337077,0.002052449,0.0006883601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003604133,0.0002497541,0.01401669,0.003622422,0.000145621,0.00007646606,0.000289677,0.0004160656,0.00003777821,0.001321933,0.9705281,0.008935074],"study_design_scores_gemma":[0.01822248,0.0009772418,0.3738866,0.01752578,0.001451907,0.001383186,0.006602311,0.005350292,0.000488056,0.02803523,0.5454437,0.00063307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008650693,0.00004273891,0.0001568111,0.0001174189,0.00003912917,0.0001119053,0.9975056,0.00007827986,0.001083066],"genre_scores_gemma":[0.03764739,0.0004946682,0.00545642,0.00151681,0.0003225869,0.009398861,0.9195833,0.0006441782,0.02493574],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8559779,"threshold_uncertainty_score":0.20543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321802773154488,"score_gpt":0.2977144255647647,"score_spread":0.2744963978332198,"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."}}