{"id":"W3154187232","doi":"10.1016/j.psychres.2021.113934","title":"Predictors and consequences of loneliness during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Loneliness; Social isolation; Psychology; Social distance; Context (archaeology); Quality of life (healthcare); Pandemic; Mental health; Coronavirus disease 2019 (COVID-19); Clinical psychology; Gerontology; Social psychology; Medicine; Psychiatry; Disease; Geography","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":[0.0009368464,0.0002373065,0.0003789981,0.000678611,0.001739162,0.001601714,0.0006050469,0.0009602943,0.002636329],"category_scores_gemma":[0.007204308,0.0002477168,0.0006271839,0.001015564,0.0007313619,0.001557488,0.002817165,0.00272024,0.000287469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005748,"about_ca_system_score_gemma":0.001781293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03722797,"about_ca_topic_score_gemma":0.05754958,"domain_scores_codex":[0.9989133,0.0002273647,0.0001112709,0.0001292993,0.0001111335,0.000507726],"domain_scores_gemma":[0.9962344,0.0002995549,0.001513118,0.0001507996,0.0003879995,0.001414131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176216,0.00008580231,0.9949088,0.00002379819,0.00005107474,0.00009559569,0.0007082992,0.00009685509,0.00004332495,0.0001881471,0.0009379213,0.002742755],"study_design_scores_gemma":[0.000002311352,0.00003947773,0.996311,0.00003578915,0.00001137216,0.00008094621,0.002814582,0.0001192142,0.00001504359,0.0001293112,0.000430584,0.00001030682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932851,0.0007463165,0.00007600774,0.002052607,0.0001158511,0.00002643252,0.00111579,0.000005015836,0.002577068],"genre_scores_gemma":[0.9988444,0.0003039618,0.00004195987,0.000114401,0.00007096517,0.00001877922,0.0004188014,0.000002505427,0.0001841783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03722797,"threshold_uncertainty_score":0.07402253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1782315999660062,"score_gpt":0.4887791784329065,"score_spread":0.3105475784669004,"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."}}