{"id":"W4367668668","doi":"10.1111/jsr.13918","title":"Trajectories of sleep quality and depressive symptoms in women from pregnancy to 3 months postpartum: a prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Science Council","keywords":"Prospective cohort study; Depressive symptoms; Sleep quality; Pregnancy; Obstetrics; Medicine; Cohort; Cohort study; Psychology; Psychiatry; Insomnia; Anxiety; Internal medicine","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":[0.0007551375,0.0003081347,0.0003998101,0.0005099421,0.0006097941,0.0005685212,0.0004709817,0.0004810191,0.0006174704],"category_scores_gemma":[0.001541368,0.0005399565,0.0006760422,0.001192817,0.0001962657,0.0004010666,0.0005827647,0.0007063083,0.0001808864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635887,"about_ca_system_score_gemma":0.0004673799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02521577,"about_ca_topic_score_gemma":0.02521602,"domain_scores_codex":[0.999635,0.00007699058,0.00004284754,0.000118953,0.00004964603,0.00007644107],"domain_scores_gemma":[0.9993539,0.00008230092,0.0002050435,0.0001263567,0.00008342614,0.0001490098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001598542,0.00003820949,0.9983988,0.000006427751,0.00007718875,0.0001170277,0.0002231749,0.00002132318,0.0002053729,0.000008692734,0.00005514217,0.0006887814],"study_design_scores_gemma":[0.000008314798,0.0001212753,0.9992697,0.00000509964,0.00003105338,0.0001269672,0.0002417878,0.00009737226,0.00001661947,0.000007689726,0.00007057684,0.000003662283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993123,0.0001032459,0.0000745292,0.00001489004,0.000002440683,0.00002021608,0.0004062748,0.000001659621,0.0000645847],"genre_scores_gemma":[0.9989329,0.0001341781,0.0001492986,0.00002192945,0.000003507873,0.00004250211,0.0005926721,0.00000198929,0.0001209846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02521577,"threshold_uncertainty_score":0.050138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590691506666853,"score_gpt":0.4105731392056617,"score_spread":0.3546662241389932,"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."}}