{"id":"W2036927654","doi":"10.1016/j.sleep.2012.05.012","title":"Nocturnal polysomnographic sleep across the menstrual cycle in premenstrual dysphoric disorder","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Premenstrual dysphoric disorder; Melatonin; Menstrual cycle; Luteal phase; Internal medicine; Insomnia; Nocturnal; Endocrinology; Psychology; Follicular phase; Circadian rhythm; Physiology; Medicine; Psychiatry; Hormone","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00150168,0.0004156387,0.0006752568,0.0002742229,0.0003235966,0.00001341194,0.0002660668,0.0002186269,0.0008712389],"category_scores_gemma":[0.0003653322,0.0002513481,0.0001288184,0.001206175,0.000667954,0.0002093117,0.0001026684,0.0008920947,0.0000990621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219368,"about_ca_system_score_gemma":0.00008278364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030612,"about_ca_topic_score_gemma":0.0004105548,"domain_scores_codex":[0.9959198,0.000162468,0.0008783333,0.0004175561,0.000975231,0.001646581],"domain_scores_gemma":[0.9979851,0.0001737548,0.000206616,0.0006696605,0.0001061215,0.0008587336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009047725,0.0006861612,0.7951141,0.0002827597,0.0001491601,0.00004366693,0.01050394,0.00002913561,0.0004035153,0.001056461,0.001584069,0.1892422],"study_design_scores_gemma":[0.01619246,0.001529924,0.9255971,0.0003441654,0.0002758704,0.00056707,0.0166633,0.001337657,0.0001541148,0.0004652028,0.03631441,0.0005587071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767726,0.008083146,0.0001739448,0.006764986,0.001766317,0.0009333013,0.00001188224,0.00009048679,0.005403344],"genre_scores_gemma":[0.9938554,0.0002979147,0.0001675495,0.00393113,0.001302378,0.00008090575,0.00005309251,0.00005103261,0.0002605564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886835,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674287270414805,"score_gpt":0.3284420386928525,"score_spread":0.3116991659887045,"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."}}