{"id":"W2923798998","doi":"10.3390/ijerph16061083","title":"Sleep Disturbance in Adjustment Disorder and Depressive Episode","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sleep disorder; Disturbance (geology); Depression (economics); Psychiatry; Neuropsychiatry; Sleep (system call); Psychology; Major depressive disorder; Psychomotor learning; Insomnia; Medicine; Clinical psychology; Mood; Cognition","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":[0.0003681328,0.0001940814,0.0002293534,0.0006021573,0.0003801957,0.0004080033,0.0002051537,0.0002186123,0.00163676],"category_scores_gemma":[0.001443618,0.0001178356,0.0002274091,0.0006775631,0.000293593,0.0001868661,0.0003106822,0.0003820489,0.0001051991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534223,"about_ca_system_score_gemma":0.0002706177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005227416,"about_ca_topic_score_gemma":0.006894631,"domain_scores_codex":[0.9996603,0.0001039226,0.00005326804,0.0000590137,0.00006876534,0.00005477518],"domain_scores_gemma":[0.9989582,0.0001171391,0.0006216064,0.00002216464,0.00006999783,0.0002108372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000648222,0.00003473255,0.99762,0.00002973613,0.00004518484,0.000115031,0.00006533434,0.0000195515,0.0001307673,0.00002107861,0.0000919138,0.001761711],"study_design_scores_gemma":[0.00000254361,0.00004324865,0.9994484,0.000007500116,0.00000853252,0.0003128423,0.00004316179,0.00002066143,0.00001046324,0.00001204495,0.00008974892,9.285679e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969674,0.001448902,0.00006299328,0.0001162801,0.00001428887,0.00002512069,0.0002736716,0.00000426387,0.00108711],"genre_scores_gemma":[0.9994692,0.0002250157,0.00004266073,0.0000293584,0.00001121735,0.000007010431,0.0001413681,5.331258e-7,0.00007357909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005227416,"threshold_uncertainty_score":0.01039398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271770136273932,"score_gpt":0.3625508467135942,"score_spread":0.3353738330862009,"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."}}