{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007452848,0.0003303752,0.0007395488,0.0001936979,0.0006520374,0.0002059223,0.0005366641,0.0004242911,0.0001969996],"category_scores_gemma":[0.0001438734,0.0002240559,0.00007086182,0.0004593456,0.0001133015,0.0001182347,0.0006900906,0.0009399994,0.00002352349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002232605,"about_ca_system_score_gemma":0.00003333571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624674,"about_ca_topic_score_gemma":0.0008077826,"domain_scores_codex":[0.9976661,0.0006967392,0.0004800291,0.0006904435,0.0001435589,0.0003231141],"domain_scores_gemma":[0.9980302,0.001118062,0.0002352901,0.0005078234,0.000007808972,0.000100789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000679809,0.00002372087,0.4829889,0.0000680446,0.0001596651,6.835116e-7,0.0003489203,3.285144e-8,6.074061e-10,0.0002467092,0.0004572084,0.5156993],"study_design_scores_gemma":[0.0007218985,0.00002309999,0.4526547,0.0002780418,0.0003518725,0.00005024559,0.0002221234,5.057297e-7,5.517378e-10,0.0003021182,0.5451905,0.0002048476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006741303,0.9858094,0.000004175281,0.0001009889,0.0003693077,0.003105219,0.00005414867,0.00002096184,0.003794515],"genre_scores_gemma":[0.00223504,0.9958989,0.0000209511,0.00001841706,0.00006228009,0.0005679465,0.0002222476,0.0000659854,0.000908252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5447333,"threshold_uncertainty_score":0.9136734,"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."}}