{"id":"W3164734471","doi":"10.1371/journal.pone.0259040","title":"Stuck in a lockdown: Dreams, bad dreams, nightmares, and their relationship to stress, depression and anxiety during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Ottawa; Ottawa Hospital; Royal Ottawa Mental Health Centre; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Hôpital Rivière-des-Prairies; Canadian Sleep & Circadian Network; McGill University","funders":"","keywords":"Dream; Nightmare; Psychology; Anxiety; Mental health; Pandemic; Lucid dream; DASS; Depression (economics); Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Medicine; Psychotherapist; Disease","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":[0.0008098729,0.0002013796,0.0003159133,0.0005700747,0.0006428481,0.001160645,0.0003648338,0.0004048948,0.001320402],"category_scores_gemma":[0.004497961,0.0002649652,0.0005098582,0.0005227801,0.0003904447,0.0007896918,0.001280896,0.0006404027,0.0001539307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984445,"about_ca_system_score_gemma":0.0004255352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113474,"about_ca_topic_score_gemma":0.02312596,"domain_scores_codex":[0.9996641,0.0001190492,0.00004957462,0.00003838579,0.00005916952,0.00006972957],"domain_scores_gemma":[0.9980935,0.0003511583,0.001004532,0.00007184912,0.0001793581,0.000299591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004130231,0.0001365406,0.9640722,0.0003775499,0.0001729179,0.000305702,0.01589281,0.00008276508,0.0005548549,0.00006973801,0.0008657125,0.01705616],"study_design_scores_gemma":[0.00000480982,0.00009017728,0.9779826,0.00007772011,0.00002170708,0.0003936529,0.02071894,0.00004902844,0.00004201768,0.00003414173,0.0005735426,0.00001158793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978995,0.001092726,0.00005330958,0.0001440067,0.00001172822,0.00001831284,0.0003185807,0.00000301757,0.0004586584],"genre_scores_gemma":[0.998114,0.001013872,0.0001482468,0.00005386746,0.00001010696,0.0000254488,0.0003368756,0.00000166049,0.0002959153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113474,"threshold_uncertainty_score":0.02213985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004408516578447,"score_gpt":0.2990673721943948,"score_spread":0.1986265205365501,"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."}}