{"id":"W3164865048","doi":"10.1177/23294965211011591","title":"Socially Distant? Social Network Confidants, Loneliness, and Health during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Social Currents","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"University of Toronto Scarborough","keywords":"Loneliness; Social distance; Social connectedness; Social isolation; Pandemic; Psychology; Social network (sociolinguistics); Longitudinal study; Coronavirus disease 2019 (COVID-19); Social psychology; Social media; Medicine; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001335398,0.0001434221,0.0002810905,0.0005364423,0.001879597,0.00143272,0.0004371883,0.0006879219,0.001566067],"category_scores_gemma":[0.004220519,0.0001249304,0.0003076158,0.0005835031,0.001025379,0.001064571,0.001341274,0.001219604,0.000082203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438504,"about_ca_system_score_gemma":0.001365045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1084601,"about_ca_topic_score_gemma":0.2619691,"domain_scores_codex":[0.9993169,0.0002239616,0.00003049756,0.00006922989,0.00007020485,0.0002892706],"domain_scores_gemma":[0.9977366,0.0003154807,0.0007060838,0.00007105913,0.0001594018,0.001011509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002748,0.0002196171,0.9802589,0.00003470905,0.00005483253,0.0001110976,0.008935553,0.00007259974,0.0001691419,0.0005951694,0.0006564644,0.008791559],"study_design_scores_gemma":[0.000002535233,0.00003974475,0.9898893,0.00003212085,0.00001142179,0.00003416596,0.009296785,0.0000635423,0.00002404231,0.0001122864,0.0004870444,0.000006974467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965115,0.000393731,0.00002752761,0.001461749,0.00002570122,0.000007401097,0.00009808074,0.000001077426,0.001473294],"genre_scores_gemma":[0.9994056,0.0001950732,0.00002489262,0.0001148856,0.00001945349,0.000005639813,0.00003185384,5.680403e-7,0.0002020663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084601,"threshold_uncertainty_score":0.2156576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127104198062246,"score_gpt":0.4390749538374464,"score_spread":0.3119707557752004,"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."}}