{"id":"W3195902649","doi":"10.1111/jsr.13439","title":"Nightmare content during the COVID‐19 pandemic: Influence of COVID‐related stress and sleep disruption in the United States","year":2021,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Nightmare; Learned helplessness; Anxiety; Insomnia; Pandemic; Psychiatry; Psychology; Coronavirus disease 2019 (COVID-19); Oppression; Clinical psychology; Medicine; Disease; Political science","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":[0.0006821043,0.0001352129,0.0001671485,0.0003785331,0.0007831704,0.0008437109,0.000266772,0.0002805395,0.001716102],"category_scores_gemma":[0.004001285,0.0001632544,0.000315461,0.0003952975,0.0003552557,0.0004971047,0.001239702,0.0006145932,0.0001254892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047316,"about_ca_system_score_gemma":0.0006700963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03844023,"about_ca_topic_score_gemma":0.09059963,"domain_scores_codex":[0.9995721,0.0001781792,0.00004019274,0.00004910594,0.00007707272,0.0000833083],"domain_scores_gemma":[0.9973795,0.0005263991,0.001076339,0.0001160303,0.000341443,0.0005601943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000113164,0.00007142942,0.9915321,0.00002789866,0.00006126772,0.00006134209,0.002514224,0.00004579682,0.0002519251,0.00003275037,0.0007438841,0.004544229],"study_design_scores_gemma":[7.608222e-7,0.00001572234,0.996684,0.00001273519,0.000004220014,0.00001665302,0.002940905,0.00003953872,0.00002102655,0.000009232637,0.000252826,0.000002388903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982957,0.0001403136,0.00003297283,0.0002978772,0.00001950768,0.000008992761,0.0002963558,0.00000294224,0.000905362],"genre_scores_gemma":[0.9991769,0.000143087,0.00004112699,0.0001142716,0.00001367804,0.000008654326,0.0003099755,0.000002568932,0.0001896462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03844023,"threshold_uncertainty_score":0.07643294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1797165134247846,"score_gpt":0.4031040719629107,"score_spread":0.2233875585381261,"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."}}