{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008037408,0.0001906466,0.0003378253,0.0002578879,0.0002151098,0.0007057451,0.0003332152,0.0004134589,0.00227091],"category_scores_gemma":[0.003149366,0.0002594774,0.0004653488,0.0003835813,0.0002227281,0.0002904072,0.0003788136,0.0004709243,0.0001572994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003411775,"about_ca_system_score_gemma":0.0005325688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131518,"about_ca_topic_score_gemma":0.01925794,"domain_scores_codex":[0.9997428,0.0001131415,0.00001720379,0.00003608005,0.00003218736,0.00005857946],"domain_scores_gemma":[0.9990517,0.0003759839,0.0002943682,0.00006333073,0.00007826852,0.0001362412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001580727,0.00006172044,0.9913294,0.00004007774,0.0001619875,0.00009655378,0.0002686389,0.0000383956,0.0003090558,0.00009747694,0.000103394,0.007335162],"study_design_scores_gemma":[0.000003734946,0.00005261162,0.9993992,0.0000219515,0.00003976897,0.00003919025,0.000140894,0.0001395168,0.00002366344,0.0000537755,0.00008394109,0.000001696318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958302,0.002156163,0.0001976107,0.0005044665,0.00001485299,0.00001411749,0.0001964871,0.000003278996,0.001082778],"genre_scores_gemma":[0.9985197,0.0007637002,0.0001629633,0.00007104427,0.000008028791,0.00001153404,0.00009819379,9.868384e-7,0.0003638518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131518,"threshold_uncertainty_score":0.02615047,"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."}}