{"id":"W4238914504","doi":"10.31234/osf.io/hbm84","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":"preprint","venue":"","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":14,"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; DASS; Mental health; Lucid dream; Depression (economics); Pandemic; Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Psychotherapist; Medicine; 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":[0.0008709108,0.0002097371,0.0003366001,0.000586005,0.0006838197,0.001202,0.0003857492,0.0004127286,0.00134658],"category_scores_gemma":[0.004633798,0.0002839307,0.0005591924,0.0005391617,0.0004133009,0.0008515473,0.00137483,0.0006997085,0.000157569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000646231,"about_ca_system_score_gemma":0.0004567012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183586,"about_ca_topic_score_gemma":0.02439832,"domain_scores_codex":[0.9996247,0.0001339852,0.00005402947,0.00004295336,0.00006500266,0.00007933386],"domain_scores_gemma":[0.9980795,0.0003469391,0.0009983302,0.00007482673,0.0001928856,0.000307428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004288499,0.0001432715,0.9604521,0.0004368202,0.000199031,0.0003359258,0.01837401,0.00009349519,0.0005507141,0.00008381405,0.001037609,0.01786433],"study_design_scores_gemma":[0.000005019848,0.00008917687,0.974659,0.00009455721,0.00002403544,0.000407487,0.02389952,0.00005348539,0.0000437057,0.00003956329,0.0006711258,0.00001342946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976413,0.001213031,0.0000595135,0.0001678016,0.00001437929,0.00002088419,0.0003593824,0.000003072514,0.0005206194],"genre_scores_gemma":[0.9979317,0.001120256,0.0001579134,0.00006059356,0.0000112791,0.00002851394,0.0003828247,0.00000184124,0.0003051679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183586,"threshold_uncertainty_score":0.02353394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07109131940958704,"score_gpt":0.3287535321288529,"score_spread":0.2576622127192659,"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."}}