{"id":"W2095573843","doi":"10.1016/j.jad.2012.01.034","title":"Peeking into the minds of troubled adolescents: The utility of polysomnography sleep studies in an inpatient psychiatric unit","year":2012,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Ontario Centre of Excellence for Child and Youth Mental Health; University of Toronto","funders":"","keywords":"Polysomnography; Psychiatry; Psychopathology; Sleep onset latency; Population; Psychology; Depression (economics); Sleep disorder; Medicine; Insomnia; Slow-wave sleep; Sleep (system call); Clinical psychology; Electroencephalography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003720756,0.0003655031,0.0003942744,0.0009947626,0.0005572849,0.0008564673,0.0003244083,0.0006656497,0.0006930831],"category_scores_gemma":[0.003326625,0.0002636678,0.0002506511,0.0004940755,0.0004600763,0.0007711246,0.000513814,0.001051796,0.0001395115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000407244,"about_ca_system_score_gemma":0.0005913115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006456273,"about_ca_topic_score_gemma":0.02173075,"domain_scores_codex":[0.9997615,0.00008106883,0.00003328055,0.0000225224,0.0000523287,0.00004935617],"domain_scores_gemma":[0.9989561,0.0002466773,0.0002834661,0.00002952888,0.0001464283,0.0003377935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008997749,0.0001110408,0.990118,0.00002979415,0.00002347293,0.002159575,0.0009336472,0.0000354984,0.0008759502,0.00002348065,0.0001525574,0.005446934],"study_design_scores_gemma":[0.000005212528,0.0002294743,0.9929709,0.00003070534,0.00002106228,0.002225969,0.004004406,0.0001988635,0.0001402964,0.0000265995,0.0001404541,0.000006110783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984967,0.0004483601,0.00003162447,0.0001516261,0.00001686907,0.00001921368,0.00006752262,0.000002720515,0.0007654118],"genre_scores_gemma":[0.9990014,0.0005338675,0.000159492,0.0001210864,0.00002192971,0.00001053677,0.00005702135,0.000001433772,0.00009321222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006456273,"threshold_uncertainty_score":0.01283741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608605735773799,"score_gpt":0.3460942238544674,"score_spread":0.3200081664967294,"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."}}