{"id":"W7094998581","doi":"10.6084/m9.figshare.c.8109692.v1","title":"Menstrual-related symptoms and absence from school among young people in Sweden: a stratified, randomized, population-based survey","year":2025,"lang":"","type":"other","venue":"Figshare","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Logistic regression; Mood; Quality of life (healthcare); Odds ratio; Public health; Odds; Young adult; Cross-sectional study","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008571702,0.001101644,0.002942458,0.001330807,0.0002393601,0.0001885425,0.0003699267,0.001673684,0.6179089],"category_scores_gemma":[0.01926439,0.001070376,0.0002987801,0.001585727,0.00008121279,0.0001628988,0.0001310866,0.001466729,0.001664647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953383,"about_ca_system_score_gemma":0.00268093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1027822,"about_ca_topic_score_gemma":0.1096641,"domain_scores_codex":[0.9928483,0.0014898,0.002136493,0.001615715,0.0008522815,0.001057357],"domain_scores_gemma":[0.9921844,0.004217137,0.001145344,0.0009511732,0.0002955924,0.001206328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01915907,0.0002761056,0.797896,0.005085963,0.0004617886,0.00009229921,0.0004646504,0.000170365,0.000001179048,0.00002168401,0.1746548,0.0017161],"study_design_scores_gemma":[0.1359507,0.0001056962,0.8190421,0.03303117,0.0002039743,0.000003493033,0.0002606311,0.009871447,0.000001851786,0.0001251461,0.0004978819,0.0009058808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1001062,0.01538539,0.00001524494,0.0002592771,0.001706152,0.01609172,0.7049215,0.0003270119,0.1611875],"genre_scores_gemma":[0.5972832,0.0002469176,0.0000558589,0.0003651103,0.0001490359,0.00079953,0.382323,0.0001751166,0.01860228],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6162443,"threshold_uncertainty_score":0.9996223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924963081187125,"score_gpt":0.2896310728139189,"score_spread":0.2703814420020477,"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."}}