{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004180793,0.000254961,0.0004864081,0.001390544,0.004266893,0.001705623,0.001030916,0.0005930527,0.002865496],"category_scores_gemma":[0.001823449,0.0002494905,0.0007758744,0.003722597,0.0006143314,0.0005599257,0.001325808,0.001234422,0.0001732122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0216939,"about_ca_system_score_gemma":0.0354494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945163,"about_ca_topic_score_gemma":0.997539,"domain_scores_codex":[0.9993036,0.00004031464,0.0000540554,0.00007283751,0.0001425874,0.0003865382],"domain_scores_gemma":[0.9982049,0.0000621619,0.0002573418,0.00003164427,0.0006089849,0.0008348187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006606743,0.00006710261,0.9916122,0.00003386694,0.00004747939,0.0001142595,0.001181175,0.00007649703,0.00005930255,0.0002788765,0.001872919,0.004590258],"study_design_scores_gemma":[0.000006451644,0.00001370319,0.9947081,0.00005629556,0.00002093493,0.00003966743,0.003802384,0.0001483881,0.00001798578,0.00006175539,0.001112666,0.00001168289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911465,0.001064519,0.00004913113,0.001222499,0.00004150345,0.00003148185,0.002556822,0.00000641463,0.003881124],"genre_scores_gemma":[0.9974166,0.0006087933,0.00006104729,0.0001472743,0.00001124978,0.00001385947,0.0006931942,0.0000026721,0.001045229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0216939,"threshold_uncertainty_score":0.157401,"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."}}