{"id":"W3159372525","doi":"10.1093/sleep/zsab072.645","title":"647 Adolescent and Young Adult Sleep and Sleep-Related Behaviour Change During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sleep (system call); Evening; Young adult; Sleep disorder; Psychological intervention; Morning; Psychology; Medicine; Sleep deprivation; Actigraphy; Gerontology; Insomnia; Psychiatry; Cognition; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001485575,0.0001558982,0.0004192137,0.0002900895,0.0007537528,0.0007323226,0.0003203755,0.0004660919,0.002943964],"category_scores_gemma":[0.003984107,0.0002143704,0.0005540671,0.0002562418,0.0002191842,0.0005704206,0.001026368,0.001064813,0.00048474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008273236,"about_ca_system_score_gemma":0.001018363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0170039,"about_ca_topic_score_gemma":0.03610646,"domain_scores_codex":[0.9993523,0.0001930297,0.00006547252,0.00009015969,0.000152154,0.0001469356],"domain_scores_gemma":[0.9986624,0.0001609141,0.0004072356,0.00006101789,0.0002943838,0.0004140646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005613699,0.00231619,0.9188389,0.0003219387,0.0001541921,0.0001168435,0.00460953,0.00006987797,0.0009697591,0.0001026952,0.004201238,0.06773739],"study_design_scores_gemma":[0.00003309054,0.0006110051,0.9943942,0.0001243607,0.00002191381,0.00004799925,0.002617395,0.00008411607,0.00008715055,0.00002340194,0.001947128,0.000008261488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953108,0.0005898806,0.00007012542,0.0004490289,0.00006333957,0.0002386042,0.000901722,0.00001079906,0.002365603],"genre_scores_gemma":[0.9956533,0.0008070049,0.0005302744,0.0004861949,0.0000368735,0.0004941308,0.0008986428,0.00000513007,0.001088414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170039,"threshold_uncertainty_score":0.03380984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665551792152881,"score_gpt":0.2903035742225388,"score_spread":0.26364805630101,"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."}}