{"id":"W4206678271","doi":"10.1192/bjo.2021.1076","title":"The relationship between sleep and depression and bipolar disorder in children and young people","year":2022,"lang":"en","type":"review","venue":"BJPsych Open","topic":"Sleep and related disorders","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Bipolar disorder; Psychiatry; Psychology; Depression (economics); Sleep disorder; Suicidal ideation; Clinical psychology; Narcolepsy; Affect (linguistics); Insomnia; Medicine; Mood; Poison control; Neurology; Injury prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009962773,0.0001339148,0.0003920435,0.001817255,0.0002659061,0.0006186562,0.0001620035,0.0003772473,0.002096355],"category_scores_gemma":[0.005597256,0.0001612775,0.0004002887,0.002306811,0.0002687064,0.0005745315,0.0003501589,0.0004849975,0.0001366815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446028,"about_ca_system_score_gemma":0.001374618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01657709,"about_ca_topic_score_gemma":0.03226214,"domain_scores_codex":[0.9992986,0.0002291277,0.0001952162,0.00007610038,0.0001453232,0.00005559647],"domain_scores_gemma":[0.9962727,0.001584315,0.001609885,0.00003089913,0.0003331201,0.0001690513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002329509,0.0000671975,0.7333134,0.04300861,0.001205984,0.002704921,0.004108704,0.0001247755,0.0003486531,0.00119899,0.01639986,0.197286],"study_design_scores_gemma":[0.00002529197,0.0001216273,0.9285007,0.02481925,0.0006148668,0.004535612,0.003315039,0.00003584067,0.00008031579,0.0003800087,0.0375514,0.00002013594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08687112,0.900438,0.000151821,0.005310643,0.0002914482,0.00007881263,0.003117151,0.000007778424,0.003733261],"genre_scores_gemma":[0.4072594,0.5866462,0.0008094145,0.002257447,0.000411511,0.0001662628,0.001753224,0.000005805869,0.0006907691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01657709,"threshold_uncertainty_score":0.03296119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04484453434516612,"score_gpt":0.3625535540636431,"score_spread":0.317709019718477,"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."}}