{"id":"W4417166774","doi":"10.54293/smhj.v6i1.185","title":"The Impact of Stress and Anxiety on Dysmenorrhea Severity: A systematic review","year":2025,"lang":"","type":"article","venue":"Saudi Medical Horizons Journal","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Perceived Stress Scale; Meta-analysis; Stress (linguistics); Systematic review; Depression (economics); Stress measures","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006471711,0.0005010902,0.002123184,0.0002226305,0.0009205099,0.00007405331,0.00053052,0.0003987567,0.0007636742],"category_scores_gemma":[0.01283379,0.0002628446,0.0005968237,0.0008368675,0.00082716,0.0000829103,0.0001581251,0.002535429,0.00002189126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835945,"about_ca_system_score_gemma":0.005567869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066988,"about_ca_topic_score_gemma":0.00002993237,"domain_scores_codex":[0.992619,0.001342844,0.002595378,0.0003974651,0.00198456,0.001060699],"domain_scores_gemma":[0.9937215,0.001887368,0.0009893926,0.0007504202,0.0004692853,0.002182018],"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":[0.001171559,0.0009825862,0.00561324,0.8418699,0.001892449,0.0002148389,0.000348734,0.000001288251,0.00000416245,0.001283502,0.04221743,0.1044003],"study_design_scores_gemma":[0.004351232,0.005065401,0.0036408,0.9777559,0.002625579,0.001706349,0.001568953,0.0008758579,0.000009018792,0.001154164,0.0009287245,0.0003180189],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06964153,0.8809999,0.0003952044,0.03315731,0.002624444,0.003937528,0.000110306,0.00002746948,0.009106332],"genre_scores_gemma":[0.4345421,0.5625466,0.00002396324,0.002071423,0.000295185,0.00003428941,0.000005335174,0.00002088112,0.0004603311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3649005,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098915396289624,"score_gpt":0.355157127797335,"score_spread":0.3441679738344388,"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."}}