{"id":"W2030101498","doi":"10.1159/000293098","title":"Frequency and Severity of Premenstrual Symptoms in Women Taking Birth Control Pills","year":2010,"lang":"en","type":"article","venue":"Gynecologic and Obstetric Investigation","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pill; Subclinical infection; Medicine; Birth control; Retrospective cohort study; Obstetrics; Gynecology; Psychology; Family planning; Population; Internal medicine; Research methodology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003728458,0.0001110689,0.0002798281,0.000206494,0.00006093589,0.000008034191,0.00003264571,0.0001672327,0.00008232703],"category_scores_gemma":[0.002380526,0.00009256538,0.00001410638,0.0003316585,0.0002406092,0.00008960094,0.00001643232,0.0002460656,0.000001717924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005188632,"about_ca_system_score_gemma":0.0001545399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393634,"about_ca_topic_score_gemma":0.00004857523,"domain_scores_codex":[0.9989956,0.00005327673,0.0003341506,0.0002112637,0.0001402223,0.0002654916],"domain_scores_gemma":[0.9990694,0.0003362141,0.0001968712,0.0001084412,0.00006689318,0.000222205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003762956,0.00004014412,0.9587579,0.0002559487,0.000008374916,0.000005726375,0.0008180576,0.000001092,0.003039223,0.0009746515,0.000009285037,0.036052],"study_design_scores_gemma":[0.002926657,0.000459587,0.9907561,0.00003176555,0.00001378642,0.0000146721,0.0004436802,0.0004714076,0.000242692,0.004499882,0.00004880294,0.00009096905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99762,0.0003729756,0.00001200126,0.0001994789,0.0002189283,0.0004939613,0.000007186382,0.00002380026,0.001051646],"genre_scores_gemma":[0.9980299,0.00007418114,0.0008830655,0.0009121226,0.00002400635,0.00003293542,0.000007019393,0.000005638383,0.00003111346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03596103,"threshold_uncertainty_score":0.3774706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213691705843475,"score_gpt":0.2459575324898,"score_spread":0.2338206154313653,"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."}}