{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001536079,0.0001997468,0.0003025035,0.0002107256,0.001170538,0.0002817426,0.0004004489,0.00009375888,0.00008360755],"category_scores_gemma":[0.0003992735,0.0001657305,0.00005123159,0.0002938713,0.0001645762,0.0001317858,0.00001018836,0.0005397889,0.000001783756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381602,"about_ca_system_score_gemma":0.003587559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976701,"about_ca_topic_score_gemma":0.9999828,"domain_scores_codex":[0.9976636,0.0002992366,0.0004643406,0.0002519992,0.0002001335,0.001120685],"domain_scores_gemma":[0.997655,0.0002190581,0.0001605655,0.0001818793,0.0001213368,0.001662183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001425295,0.00004933445,0.8116121,0.0001286632,0.00003642994,0.002039807,0.1610998,0.001805819,2.68661e-7,0.007642781,0.009377395,0.006193279],"study_design_scores_gemma":[0.001128433,0.00003406766,0.773522,0.001070312,0.00001495592,0.00006366512,0.0696549,0.0001431837,0.000001169173,0.00009467626,0.1539838,0.0002888538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434475,0.0007289693,0.00001394104,0.05379723,0.0007725302,0.0003816526,0.00002491069,0.000007461715,0.0008257951],"genre_scores_gemma":[0.9940875,0.0001701042,0.0000301721,0.005173102,0.0003567681,0.00002047952,0.000008397446,0.00001882356,0.0001347031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1446064,"threshold_uncertainty_score":0.9002947,"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."}}