{"id":"W4400142955","doi":"10.1016/j.neubiorev.2024.105784","title":"Bloody stressed! A systematic review of the associations between adulthood psychological stress and menstrual cycle irregularity","year":2024,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Menstruation; Menstrual cycle; Stressor; Psychology; Clinical psychology; Medicine; Psychiatry; Internal medicine","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":[0.001607047,0.0006444294,0.005105658,0.0001463267,0.0002012127,0.0000612159,0.0006522801,0.0003596692,0.00002729912],"category_scores_gemma":[0.001929198,0.000325017,0.001068414,0.001431364,0.0004507879,0.00008515636,0.0002818731,0.00103739,0.00003334718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100534,"about_ca_system_score_gemma":0.0003866468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002319994,"about_ca_topic_score_gemma":0.000006283491,"domain_scores_codex":[0.9940713,0.0008775774,0.002621359,0.0009639659,0.0009167794,0.0005490215],"domain_scores_gemma":[0.9965647,0.00002352575,0.00163006,0.001226499,0.0001197224,0.000435436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[6.370091e-7,0.000169332,0.0003015746,0.7946449,0.000001053284,0.000007271753,0.00001447555,1.208831e-9,6.549392e-7,0.0000289316,0.0003729512,0.2044582],"study_design_scores_gemma":[0.0001500265,0.0002929511,0.0007649712,0.8076615,0.01092949,0.00008470127,0.00001178632,5.750985e-7,2.585745e-7,0.00001221974,0.1798288,0.0002627759],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004963704,0.9893742,0.000001517345,0.00004987964,0.0005097065,0.008524395,0.000922077,0.00004740503,0.0000744606],"genre_scores_gemma":[0.0002831439,0.9981631,0.00006738978,0.000765723,0.00007140543,0.0004581718,0.00008839556,0.00003756859,0.00006507671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2041954,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163901594970179,"score_gpt":0.479181934198096,"score_spread":0.315280339227917,"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."}}