{"id":"W4306708279","doi":"10.1038/s41562-022-01453-0","title":"Social isolation and the brain in the pandemic era","year":2022,"lang":"en","type":"review","venue":"Nature Human Behaviour","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; National Institute on Drug Abuse; Canada First Research Excellence Fund; Health Canada; National Institutes of Health; Fondation Brain Canada; Canadian Institute for Advanced Research","keywords":"Sociality; Social isolation; Pandemic; Psychology; Isolation (microbiology); Social animal; Social neuroscience; Civilization; Coronavirus disease 2019 (COVID-19); Neuroscience; Disease; Biology; Psychiatry; Medicine; Social cognition; History; Infectious disease (medical specialty); Ecology","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":[0.0008551372,0.001254434,0.001848715,0.002073982,0.0004035075,0.001691418,0.001091352,0.002511071,0.005096906],"category_scores_gemma":[0.001513353,0.0003062621,0.0004335168,0.002696666,0.001110549,0.002031081,0.001282207,0.002806513,0.00209412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087585,"about_ca_system_score_gemma":0.002005385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849212,"about_ca_topic_score_gemma":0.005016295,"domain_scores_codex":[0.9998072,0.00004574312,0.0000235326,0.00004130454,0.00006062575,0.0000216809],"domain_scores_gemma":[0.9993263,0.0003910394,0.00006882937,0.00001442571,0.0001277285,0.00007165167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001263685,0.00006727035,0.0002732938,0.01719624,0.000133886,0.000162575,0.00007676546,0.0003345154,0.0004211805,0.004264577,0.07104542,0.9058979],"study_design_scores_gemma":[0.00002839832,0.00007681081,0.002216519,0.009948697,0.0001629977,0.000688164,0.0001298263,0.00007083935,0.00009963832,0.005165802,0.9813813,0.00003095442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002207372,0.9988915,0.00002074275,0.0004489975,0.0002695762,0.000001066584,0.000007272653,0.000001889206,0.000336796],"genre_scores_gemma":[0.0002362756,0.9986773,0.00002733996,0.0002653766,0.0005536145,0.000002240059,0.00001024119,6.009863e-7,0.0002269644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005096906,"threshold_uncertainty_score":0.01705086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09412377407224805,"score_gpt":0.4523428686905142,"score_spread":0.3582190946182662,"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."}}