{"id":"W2121005321","doi":"10.1353/cja.2004.0026","title":"Loneliness among Older Adults in the Netherlands, Italy, and Canada: A Multifaceted Comparison","year":2004,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Loneliness; Friendship; UCLA Loneliness Scale; Psychology; Kinship; Social isolation; Scale (ratio); Gerontology; Demography; Social psychology; Geography; Medicine; Sociology","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":[0.0006845431,0.0004993237,0.0006341466,0.00256897,0.003094667,0.001208838,0.0007266253,0.0006090077,0.001443995],"category_scores_gemma":[0.001832216,0.0003214258,0.0009317544,0.004361198,0.000629954,0.0006917284,0.001648828,0.0004977372,0.000158251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149345,"about_ca_system_score_gemma":0.009746809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.946107,"about_ca_topic_score_gemma":0.9799558,"domain_scores_codex":[0.9993219,0.00005630579,0.00005630853,0.00008419628,0.0001979524,0.000283229],"domain_scores_gemma":[0.9991903,0.00005746682,0.0001380145,0.00002901814,0.000275851,0.0003093551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003107042,0.0001825555,0.985145,0.00008851632,0.0002136082,0.000282724,0.003841981,0.0001034493,0.0001740632,0.0001470239,0.0007191171,0.008791254],"study_design_scores_gemma":[0.00001634776,0.00005396291,0.9955114,0.00002015941,0.00003814239,0.0000745221,0.003667328,0.00009595885,0.00002050822,0.00002185676,0.000470485,0.000009313854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977214,0.0003836018,0.00002220221,0.00005762061,0.000006516111,0.00005487689,0.0008439704,0.000001583725,0.0009082064],"genre_scores_gemma":[0.9972167,0.0006256693,0.00008504075,0.00006084728,0.000006767543,0.00006252527,0.001492521,0.000002746482,0.0004472062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05389303,"threshold_uncertainty_score":0.1084208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234886339069396,"score_gpt":0.2520573898374059,"score_spread":0.2397085264467119,"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."}}