{"id":"W2608129893","doi":"10.1093/sleepj/zsx050.1103","title":"1104 MATERNAL DEPRESSION AND SLEEP QUALITY IN EARLY POSTPARTUM: DO MATERNAL SLEEP-RELATED COGNITIONS AND NIGHTTIME BEHAVIOURS MEDIATE THE RELATIONSHIP?","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; University Health Network; Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Edinburgh Postnatal Depression Scale; Anger; Psychology; Depression (economics); Pittsburgh Sleep Quality Index; Postpartum depression; Cognition; Clinical psychology; Pregnancy; Psychiatry; Sleep quality; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006402426,0.0002408002,0.000328487,0.0001151492,0.0007791392,0.0001897167,0.000201497,0.0001906971,0.0001362504],"category_scores_gemma":[0.0001324182,0.0001752316,0.00005647664,0.00005459028,0.0002891438,0.0003307958,0.000192524,0.0005463478,0.00006712514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004881902,"about_ca_system_score_gemma":0.00002019443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606373,"about_ca_topic_score_gemma":0.0002021775,"domain_scores_codex":[0.9980344,0.0002058127,0.0005787344,0.0003941707,0.0003639145,0.0004229221],"domain_scores_gemma":[0.9986154,0.0001607606,0.0003324898,0.0005255555,0.00005698043,0.000308783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000447279,0.00006687883,0.9957578,0.0002984508,0.00002832321,0.0001171693,0.0009289081,0.000001048147,0.00007699974,0.0007293189,0.000006844045,0.001541039],"study_design_scores_gemma":[0.002361274,0.0001335545,0.9913064,0.002236548,0.000126215,0.0002535147,0.00004387404,0.0001071254,0.0008899255,0.002339598,0.00001821712,0.0001837736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941288,0.001629685,0.00000907645,0.001925603,0.0005490843,0.0006406941,0.00009078899,0.00005521343,0.0009710088],"genre_scores_gemma":[0.9987905,0.0002228315,0.00006418233,0.0001910391,0.00009015275,0.00006357369,0.00003380615,0.00003081952,0.0005130714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004661678,"threshold_uncertainty_score":0.7145736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941190614309636,"score_gpt":0.3285786628310267,"score_spread":0.2991667566879304,"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."}}