{"id":"W4250806989","doi":"10.21203/rs.3.rs-240504/v1","title":"Loneliness, social isolation, and pain following the COVID-19 outbreak: data from a nationwide internet survey in Japan","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Japan Society for the Promotion of Science; University of Tsukuba","keywords":"Loneliness; Social isolation; Medicine; Incidence (geometry); UCLA Loneliness Scale; Visual analogue scale; Logistic regression; Physical therapy; Chronic pain; Demography; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000648435,0.0003041328,0.0004173259,0.001189082,0.0005957761,0.0007285998,0.0004164225,0.0004330166,0.001020277],"category_scores_gemma":[0.001785062,0.0003363339,0.0005293452,0.001442796,0.0002615783,0.0007070606,0.0009504493,0.0005056655,0.0001589995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652429,"about_ca_system_score_gemma":0.0003687944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02640657,"about_ca_topic_score_gemma":0.03432772,"domain_scores_codex":[0.9994088,0.0001781166,0.0001254135,0.00009736093,0.0000883508,0.00010182],"domain_scores_gemma":[0.998341,0.000167916,0.0007972051,0.0000942711,0.0002374262,0.0003621579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001501213,0.00002505984,0.9990535,0.00002127807,0.00003287335,0.00003686461,0.0002207891,0.00000982289,0.00004617745,0.000002920953,0.00008034482,0.0004552093],"study_design_scores_gemma":[0.000001271616,0.00001364261,0.99934,0.000005764354,0.000008568181,0.00003082606,0.0005055833,0.00004345919,0.000004465917,0.000002199687,0.00004216799,0.000002007678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986886,0.0002028143,0.0000493469,0.00004759319,0.000005486451,0.00001841966,0.0007170736,0.000001883906,0.0002686728],"genre_scores_gemma":[0.9988598,0.0001545651,0.00006596884,0.00004610958,0.00001157727,0.00003454798,0.0007525941,0.000001250167,0.00007367503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02640657,"threshold_uncertainty_score":0.05250573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3339224384810178,"score_gpt":0.5147855184103243,"score_spread":0.1808630799293064,"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."}}