{"id":"W3199925085","doi":"10.1093/schbul/sbab104","title":"Sleep Disturbance in Individuals at Clinical High Risk for Psychosis","year":2021,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Sleep and related disorders","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; Shear Family Foundation; National Institutes of Health; National Institute of Mental Health; Beatrice and Samuel A. Seaver Foundation","keywords":"Psychosis; Sleep disorder; Sleep (system call); Psychiatry; Disturbance (geology); Psychology; Medicine; Insomnia; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007798228,0.000283656,0.0004918415,0.0001152958,0.0001840294,0.00003603251,0.0003324179,0.0005623642,0.007655157],"category_scores_gemma":[0.0004705943,0.000270719,0.00032921,0.0003877856,0.0001580384,0.00002147837,0.0001213072,0.0006723268,0.003277458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004702577,"about_ca_system_score_gemma":0.00002715192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000208921,"about_ca_topic_score_gemma":0.0002839779,"domain_scores_codex":[0.9968901,0.0005259045,0.0008204357,0.0009445781,0.0002117016,0.000607253],"domain_scores_gemma":[0.9979298,0.0008242266,0.0002604052,0.0007395929,0.00007734713,0.0001686315],"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":[0.002053336,0.001712722,0.5133753,0.00002163527,0.001083205,0.00007270362,0.0006667676,0.00004551654,0.0000143657,0.006750059,0.3823047,0.09189974],"study_design_scores_gemma":[0.01739978,0.0002034436,0.4717169,0.00004830219,0.0002607243,0.00001619502,0.0002641733,0.00001722692,0.00006407887,0.004280351,0.5051983,0.0005305098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747722,0.005488738,0.0002399688,0.008084428,0.004187609,0.0005676438,0.0002020525,0.0001210245,0.006336315],"genre_scores_gemma":[0.9833219,0.0006899614,0.0061436,0.001627357,0.0005557188,0.0004277879,0.0002042694,0.00009184256,0.006937547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228936,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689347385897714,"score_gpt":0.3062347961595531,"score_spread":0.2893413223005759,"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."}}