{"id":"W3004465308","doi":"10.1016/j.sleh.2020.01.001","title":"Disordered sleep is related to delusional ideation and depression during the perinatal period","year":2020,"lang":"en","type":"article","venue":"Sleep Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Gestation; Depression (economics); Postpartum period; Obstetrics; Medicine; Psychology; Sleep (system call); Psychiatry; Edinburgh Postnatal Depression Scale; Ideation; Depressive symptoms; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003377696,0.0002276297,0.0002772538,0.0007062209,0.0004290941,0.0007093922,0.0004047395,0.0004777951,0.002318018],"category_scores_gemma":[0.004324323,0.0003342751,0.0005221487,0.0006697084,0.0004146449,0.0003260451,0.0004969643,0.001111341,0.0001525452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000484086,"about_ca_system_score_gemma":0.000558242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766838,"about_ca_topic_score_gemma":0.0196551,"domain_scores_codex":[0.9997092,0.00008446041,0.00003350315,0.00003337081,0.00006140296,0.00007804795],"domain_scores_gemma":[0.9972585,0.0006170495,0.001385869,0.00009769553,0.0001530605,0.0004878664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143429,0.00006247991,0.997061,0.00001727679,0.00005692426,0.0003386706,0.0002620627,0.00001870943,0.0002744124,0.00005775952,0.00004427634,0.001691976],"study_design_scores_gemma":[0.000001664205,0.00003320316,0.9992746,0.00001279974,0.0000135198,0.0002803978,0.0002813326,0.00002824298,0.00002496238,0.00002062766,0.00002680239,0.000001911733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979476,0.0008986308,0.00003480673,0.00009102929,0.000009030913,0.000009623704,0.0001150632,0.000001918036,0.0008922071],"genre_scores_gemma":[0.9990253,0.0005609416,0.0000506688,0.00002012817,0.000007400849,0.000006154842,0.0001131087,0.000001240953,0.0002151167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01766838,"threshold_uncertainty_score":0.03513104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037585238820199,"score_gpt":0.2901610273287562,"score_spread":0.2797851749405542,"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."}}