{"id":"W4309360374","doi":"10.1111/jsr.13789","title":"The role of sleep and dreams in long‐<scp>COVID</scp>","year":2022,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; University Health Network; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Insomnia; Coronavirus disease 2019 (COVID-19); Medicine; Clinical psychology; Sleep (system call); Psychology; Sleep inertia; Sleep disorder; Psychiatry; Sleep debt; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008922257,0.0001287004,0.0004232813,0.0007745842,0.0003394608,0.00005941369,0.0005658611,0.00007402798,0.00008679969],"category_scores_gemma":[0.005758599,0.00008821305,0.0001410372,0.0008190324,0.0003491684,0.0001651094,0.0005181498,0.001888719,0.000007991353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363222,"about_ca_system_score_gemma":0.0005710658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001519725,"about_ca_topic_score_gemma":0.00004864287,"domain_scores_codex":[0.995532,0.0008420887,0.0006172808,0.0001960934,0.002249168,0.0005633163],"domain_scores_gemma":[0.9930776,0.005376977,0.0002717907,0.000400085,0.0004590567,0.0004144557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001599448,0.0009189644,0.8814079,0.000499761,0.0004189607,0.002826219,0.004324584,0.0004606169,0.0277241,0.00133135,0.006411406,0.07207675],"study_design_scores_gemma":[0.01666155,0.01301594,0.7401026,0.0006306452,0.0002270631,0.004103693,0.01887159,0.005680456,0.01522433,0.01677747,0.1684722,0.000232399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848035,0.007528386,0.00002168476,0.004235286,0.0001451551,0.0005395327,0.000004631525,0.000007133523,0.002714664],"genre_scores_gemma":[0.9983909,0.0004599115,0.0001304423,0.0001853032,0.0002474087,0.00002312337,0.000001631695,0.00002859266,0.0005326743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620608,"threshold_uncertainty_score":0.8205649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328002391743814,"score_gpt":0.3596728315437946,"score_spread":0.3363928076263565,"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."}}