{"id":"W4368358815","doi":"10.1002/jad.12182","title":"Why so slangry (sleepy and angry)? Shorter sleep duration and lower sleep efficiency predict worse next‐day mood in adolescents","year":2023,"lang":"en","type":"article","venue":"Journal of Adolescence","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Harvard T.H. Chan School of Public Health; Pennsylvania State University; York University; University of Miami; Small Business Innovation Research; University of Pennsylvania; National Institute on Aging; Boston College; National Institutes of Health; National Science Foundation","keywords":"Psychology; Mood; Sleep (system call); Duration (music); Clinical psychology; Sleep debt; Psychiatry; Developmental psychology; Insomnia; Sleep disorder","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628268,0.0002501521,0.0003416511,0.0005697256,0.0001218244,0.0001021117,0.0002471633,0.0002795547,0.00008391366],"category_scores_gemma":[0.0001141826,0.0002085046,0.00009853357,0.0007126986,0.000224761,0.0004100252,0.00007450548,0.0007138633,0.00005386483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003954387,"about_ca_system_score_gemma":0.00003244064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002938758,"about_ca_topic_score_gemma":0.00004936531,"domain_scores_codex":[0.9977829,0.0001984829,0.0007879779,0.0003601697,0.0003923739,0.0004780637],"domain_scores_gemma":[0.9990104,0.00006400584,0.0003587041,0.0002395165,0.0001087464,0.0002186468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007925225,0.00117606,0.9266376,0.0001112238,0.0002210408,0.0007687327,0.006818502,0.0004154566,0.001996844,0.00007686749,0.00723674,0.05374835],"study_design_scores_gemma":[0.00453962,0.0005768238,0.9855006,0.001078264,0.0001577302,0.0002949548,0.00241995,0.004297573,0.00007143572,0.0001622523,0.0005258061,0.0003750416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992694,0.002631092,0.00105748,0.001090698,0.001776979,0.0002688917,0.000003786691,0.00004945491,0.0004275792],"genre_scores_gemma":[0.9982806,0.0006445625,0.00004875426,0.0007047037,0.0002101199,0.000004419796,0.000002478766,0.00003120855,0.00007316044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05886288,"threshold_uncertainty_score":0.8502573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0096962582488642,"score_gpt":0.2584969430037491,"score_spread":0.2488006847548849,"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."}}