{"id":"W4388860234","doi":"10.21203/rs.3.rs-3334567/v1","title":"Experiences of social isolation and loneliness amongst persons with mobility-limiting chronic conditions during the COVID-19 pandemic: a qualitative study.","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatoon City Hospital","funders":"University of Saskatchewan","keywords":"Loneliness; Social isolation; Pandemic; Limiting; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Qualitative research; Psychology; Virology; Medicine; Social psychology; Sociology; Psychiatry; Disease; Outbreak; Biology; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.006376095,0.000361624,0.0006910283,0.001002345,0.007378065,0.002876643,0.001256647,0.001526162,0.003627807],"category_scores_gemma":[0.01191945,0.0005773508,0.0004120179,0.001172678,0.004271138,0.004163126,0.005753361,0.002624028,0.0002969996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002999606,"about_ca_system_score_gemma":0.004686974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02727072,"about_ca_topic_score_gemma":0.06123267,"domain_scores_codex":[0.9965585,0.002389883,0.0001263187,0.0001737765,0.0001807779,0.0005707876],"domain_scores_gemma":[0.9926367,0.005093906,0.0006312022,0.0001830513,0.0004509325,0.001004196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004187964,0.00004612167,0.006993079,0.0001722282,0.000008140352,0.0003753912,0.9880958,0.00001580535,0.0001714095,0.0004389666,0.0009293925,0.002711766],"study_design_scores_gemma":[0.000002311103,0.00002828216,0.00368588,0.000142105,0.000003689243,0.00008456556,0.9942362,0.00001338786,0.00003495393,0.00008677894,0.001674112,0.000007725455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897891,0.001064372,0.0005202051,0.003085272,0.00008454357,0.0002115886,0.0006546208,0.00000831376,0.004581877],"genre_scores_gemma":[0.9952787,0.001385243,0.0003254119,0.0009909446,0.00002429065,0.0003527489,0.0001321081,0.00001313955,0.001497437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02727072,"threshold_uncertainty_score":0.05422395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2501116819182756,"score_gpt":0.5502701970188467,"score_spread":0.3001585151005711,"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."}}