{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003763809,0.0001601036,0.0002089722,0.0001134871,0.0004894775,0.000141917,0.0002366386,0.0001014684,0.00006174585],"category_scores_gemma":[0.00337756,0.0001117388,0.00002298614,0.0005513761,0.0001389322,0.0001680194,0.0004495067,0.0004557673,0.00001245713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009222086,"about_ca_system_score_gemma":0.0001187022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001473925,"about_ca_topic_score_gemma":0.0008496392,"domain_scores_codex":[0.9978836,0.0004733534,0.0002182773,0.0006042832,0.0004462546,0.0003742525],"domain_scores_gemma":[0.997999,0.001186451,0.0000440197,0.0004276324,0.00004428726,0.0002985899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007760283,0.0003130778,0.905643,0.0001104444,0.00001168828,0.00003776129,0.001257943,0.00002678449,0.09115657,0.00009955152,0.00006035294,0.001205211],"study_design_scores_gemma":[0.001630769,0.00005165923,0.6349573,0.0003157625,0.00002453599,0.0000953503,0.0008058199,0.000813738,0.3590775,0.001077569,0.0008099382,0.0003400077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960513,0.001078745,0.00003906103,0.001942393,0.00001858298,0.0004442484,0.00006418264,0.00005992236,0.0003015916],"genre_scores_gemma":[0.9974429,0.001128103,0.00004217638,0.00066571,0.00005088949,0.0001065877,0.000007223492,0.00001998224,0.0005363975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2706857,"threshold_uncertainty_score":0.4556574,"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."}}