{"id":"W7103521066","doi":"","title":"Determinants of Loneliness among Older Adults in Canada","year":2015,"lang":"","type":"article","venue":"Cronfa (Swansea University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Population; Social isolation; Sample (material); Affect (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004900327,0.0002374126,0.0005808343,0.0002728268,0.0002790474,0.00002897777,0.0007157415,0.0002141662,0.0002633156],"category_scores_gemma":[0.0001877562,0.0002838841,0.00009530201,0.001218493,0.0005208206,0.0005039551,0.0001691752,0.0002537534,0.000007849507],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299784,"about_ca_system_score_gemma":0.01653949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955541,"about_ca_topic_score_gemma":0.9991357,"domain_scores_codex":[0.9971545,0.0003513205,0.000491482,0.0004162359,0.0006489685,0.0009374683],"domain_scores_gemma":[0.9980155,0.0001856461,0.0002963024,0.0002974396,0.0003703228,0.0008348351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000147398,0.00008920158,0.9819244,0.0003367791,0.000009547335,0.0004505025,0.01119171,0.00005318599,9.293579e-8,0.0005707685,0.001822592,0.003403831],"study_design_scores_gemma":[0.002218752,0.00004014495,0.8124188,0.00074022,0.00003474669,8.856787e-7,0.1576836,0.0004567409,0.00003608691,0.00002047717,0.02598013,0.0003694284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844084,0.0003118057,0.00001253271,0.0005927961,0.001356362,0.0004006653,0.00007515922,0.00001117059,0.0128311],"genre_scores_gemma":[0.9931477,0.0002878259,0.00002011645,0.0002062919,0.00008690792,4.886799e-7,0.000003267442,0.00001395194,0.006233433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695056,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061463829728889,"score_gpt":0.2543970626531324,"score_spread":0.2337824243558435,"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."}}