{"id":"W2939889654","doi":"10.1080/15402002.2019.1601629","title":"Self-Reported Sleep Quality and Actigraphic Measures of Sleep in New Mothers and the Relationship to Postpartum Depressive Symptoms","year":2019,"lang":"en","type":"article","venue":"Behavioral Sleep Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Depressive symptoms; Sleep quality; Sleep (system call); Actigraphy; Psychology; Clinical psychology; Medicine; Psychiatry; Insomnia; Computer science; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009398601,0.0002453605,0.000691265,0.0002339732,0.00007148561,0.000009206558,0.0001133664,0.0001473007,0.00008104681],"category_scores_gemma":[0.0002270048,0.0001598101,0.00005753843,0.0003275471,0.0002190604,0.0001034677,0.00006305229,0.0003722297,0.000006767324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005351014,"about_ca_system_score_gemma":0.00005474651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013293,"about_ca_topic_score_gemma":0.0002754151,"domain_scores_codex":[0.9977158,0.0002397821,0.0008004251,0.0003893819,0.0005245368,0.0003300588],"domain_scores_gemma":[0.9983769,0.0003611032,0.0003170002,0.0004585999,0.00008518416,0.0004011849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002000008,0.0001305183,0.9887465,0.0007159583,0.00006521682,0.00002610302,0.003246944,0.000003204537,0.0005093722,0.0007093141,0.00001524582,0.003831624],"study_design_scores_gemma":[0.007958571,0.0008442101,0.9869375,0.002345093,0.0003869087,0.0001064908,0.0002950685,0.00006290853,0.0005472908,0.0002549548,0.000104135,0.0001568263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885606,0.003177284,0.00002300704,0.00575938,0.0003057092,0.001778047,0.000005988631,0.00005132702,0.0003386958],"genre_scores_gemma":[0.9984996,0.0001708387,0.0001276494,0.0007686049,0.00008067887,0.00004469856,0.0000124511,0.00002566927,0.0002698503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009938998,"threshold_uncertainty_score":0.6516868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07014863631250466,"score_gpt":0.3587697627674067,"score_spread":0.2886211264549021,"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."}}