{"id":"W2940576033","doi":"10.1503/cmaj.181655","title":"Loneliness in older adults","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Loneliness; Boredom; Feeling; Affect (linguistics); Anxiety; Depression (economics); Cognition; Psychology; Clinical psychology; Psychiatry; Psychotherapist; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005788493,0.0002269183,0.0003820618,0.0007473654,0.001175465,0.0007541623,0.0002520451,0.0005362508,0.002600451],"category_scores_gemma":[0.00422796,0.0001132847,0.0004045473,0.0007221847,0.0003138737,0.001316178,0.001196152,0.001115981,0.000202098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458036,"about_ca_system_score_gemma":0.000532939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006422997,"about_ca_topic_score_gemma":0.01448535,"domain_scores_codex":[0.9994635,0.0001501626,0.00007666206,0.00007495149,0.0001461326,0.00008861385],"domain_scores_gemma":[0.9987766,0.0001300221,0.0004388384,0.00002926955,0.0002275954,0.000397532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001221155,0.0002988508,0.8660791,0.001018473,0.0002644387,0.0005502115,0.008872895,0.00008710157,0.0002884761,0.001641357,0.01878363,0.1019935],"study_design_scores_gemma":[0.000006438111,0.0001528585,0.9847353,0.0004780842,0.00008580341,0.0007229625,0.003551994,0.00007216667,0.00002681385,0.0006621279,0.009484765,0.00002080715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9216681,0.03546727,0.0003922473,0.01163903,0.0009539926,0.0001574784,0.002151076,0.00002050638,0.02755038],"genre_scores_gemma":[0.9844972,0.01127087,0.000249575,0.001606244,0.0004899012,0.00008827634,0.0006238234,0.000003956331,0.001170169],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006422997,"threshold_uncertainty_score":0.01277125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00702362158624858,"score_gpt":0.2849614512782853,"score_spread":0.2779378296920367,"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."}}