{"id":"W4416254157","doi":"10.1016/j.jogc.2025.103174","title":"Psychosocial Predictors of Dysmenorrhea Stability and Change: A Two-Year Longitudinal Study","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Psychosocial; Longitudinal study; Multidisciplinary approach; Pregnancy; Adverse effect; Prospective cohort study; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002597451,0.0008084317,0.001025318,0.001128998,0.003073536,0.001963004,0.001081677,0.00267774,0.001380514],"category_scores_gemma":[0.00445628,0.001305937,0.001925514,0.001769489,0.001110227,0.002309184,0.002229494,0.003573807,0.0006836532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647618,"about_ca_system_score_gemma":0.002173753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09539943,"about_ca_topic_score_gemma":0.09576032,"domain_scores_codex":[0.998614,0.0004216616,0.00008915988,0.0002461384,0.0001822937,0.0004467758],"domain_scores_gemma":[0.9960521,0.0003904211,0.0007444757,0.0003587088,0.0007251309,0.001729232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005674258,0.001098551,0.9958145,0.000008764874,0.0001543571,0.0001310887,0.000899193,0.000030481,0.0001757652,0.00002022047,0.0001644301,0.0009352286],"study_design_scores_gemma":[0.0000216208,0.0004165759,0.9981184,0.000006376881,0.00004986117,0.00005381584,0.001040379,0.00007134944,0.00002633276,0.00001457798,0.0001686055,0.00001211385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991159,0.0001678278,0.00004877946,0.0001117358,0.00002035503,0.00002770753,0.0002638663,0.000003331199,0.0002404765],"genre_scores_gemma":[0.9978101,0.0001920078,0.0001100629,0.0001015596,0.00002210545,0.00007955097,0.0008164845,0.000004429112,0.0008637133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09539943,"threshold_uncertainty_score":0.1896883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198403433096571,"score_gpt":0.3141644852846863,"score_spread":0.2821804509537206,"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."}}