{"id":"W4416225342","doi":"10.1186/s12905-025-04103-5","title":"Pre and Post Menstruation Cognitive Functioning in Women with Premenstrual Dysphoric Disorder, Premenstrual Syndrome and Controls: A Quasi Experimental Study","year":2025,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Menstrual cycle; Psychological intervention; Menstruation; Follicular phase; Cognitive skill","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009976098,0.0003849599,0.000863057,0.0004444731,0.0003755904,0.00005806784,0.00005730837,0.0001087059,0.00005365509],"category_scores_gemma":[0.0001353125,0.0003411795,0.00001944965,0.000562915,0.0001839413,0.0002204591,0.00007808604,0.0003501029,0.000002806845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008711198,"about_ca_system_score_gemma":0.001392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466839,"about_ca_topic_score_gemma":0.0008156131,"domain_scores_codex":[0.9966584,0.0003303257,0.0007640505,0.0007865934,0.0004643045,0.0009962573],"domain_scores_gemma":[0.9986294,0.000164909,0.0002390035,0.0002377596,0.0001283065,0.0006006106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02827346,0.0061693,0.8515639,0.002385748,0.0003083348,0.00004673839,0.06540866,0.000009731596,0.0001187475,0.0002643172,0.00002244383,0.04542858],"study_design_scores_gemma":[0.02211787,0.02654381,0.726156,0.000489203,0.00003454646,0.0001166062,0.2239556,0.0002611364,0.000006738755,0.00004828347,0.00003644688,0.0002337277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922895,0.001867992,0.0001669255,0.0002575461,0.0001320587,0.004776306,0.00002735615,0.00008492047,0.0003973449],"genre_scores_gemma":[0.9967648,0.00008098208,0.0002908497,0.001116751,0.00002521689,0.00133063,0.00003282628,0.00003364428,0.0003242368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158547,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468730451339453,"score_gpt":0.3154096852014419,"score_spread":0.3007223806880474,"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."}}