{"id":"W2309854228","doi":"10.5665/sleep.4900","title":"Trajectories of Sleep Quality and Associations with Mood during the Perinatal Period","year":2015,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Pittsburgh Sleep Quality Index; Mood; Sleep (system call); Anxiety; Postpartum period; Medicine; Psychology; Sleep quality; Clinical psychology; Psychiatry; Insomnia","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":[0.0005351551,0.0001611003,0.0001929585,0.0003931041,0.0002135743,0.0004202313,0.0002603229,0.0002409813,0.0006748922],"category_scores_gemma":[0.002740518,0.0001528011,0.0002926214,0.0005357195,0.0001457758,0.0002580819,0.0005476829,0.0003022492,0.00009752467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261377,"about_ca_system_score_gemma":0.0002373228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148379,"about_ca_topic_score_gemma":0.01172136,"domain_scores_codex":[0.9997813,0.00006472523,0.00002386926,0.00005150891,0.00003399333,0.0000446382],"domain_scores_gemma":[0.9992255,0.0001554758,0.0003664934,0.00004658161,0.00009817936,0.0001077732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000911277,0.00001201135,0.9972551,0.000008474847,0.00005592317,0.00003793768,0.0001080097,0.0001141928,0.000256076,0.00002252603,0.00004117064,0.00199742],"study_design_scores_gemma":[9.244959e-7,0.00003455419,0.999568,0.000006072843,0.000007183729,0.00004789036,0.00008867249,0.0001530016,0.00003779057,0.00001732281,0.00003731228,0.000001312441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998725,0.000292107,0.0002351434,0.00003956033,0.000001902238,0.000007607377,0.0005438622,0.000003010807,0.0001517541],"genre_scores_gemma":[0.9988974,0.000233837,0.000234015,0.00001109406,0.000001897388,0.00001293486,0.0005112049,0.000001508897,0.00009612257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148379,"threshold_uncertainty_score":0.02283388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281246335962303,"score_gpt":0.2975794710912253,"score_spread":0.2747670077316022,"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."}}