{"id":"W2003568511","doi":"10.1016/j.socscimed.2009.01.036","title":"Diagnosing and treating premenstrual syndrome in five western nations","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Premenstrual dysphoric disorder; Medical prescription; Medicalization; Psychiatry; Medicine; Relevance (law); Alternative medicine; Family medicine; Political science; Menstrual cycle; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163505,0.0003264996,0.0002700578,0.0006530661,0.003221308,0.0006494735,0.0003529038,0.0005496819,0.0006448271],"category_scores_gemma":[0.002433971,0.000320546,0.0002871797,0.0006679501,0.0009342373,0.0002757283,0.001092359,0.0005906991,0.00008449751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606066,"about_ca_system_score_gemma":0.002806282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04823347,"about_ca_topic_score_gemma":0.09546684,"domain_scores_codex":[0.999473,0.0001983608,0.00008826081,0.00004850214,0.00007159892,0.0001202233],"domain_scores_gemma":[0.9990265,0.0002374508,0.0001665745,0.00004262784,0.0001827118,0.000344122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00049483,0.001069605,0.8819194,0.0002162517,0.00004988183,0.00527777,0.03049962,0.0004017917,0.004219474,0.0007967093,0.001214193,0.07384047],"study_design_scores_gemma":[0.000168668,0.001890391,0.9298128,0.0001950563,0.0002173999,0.003246843,0.05234358,0.0006098648,0.002894581,0.0002201938,0.008354065,0.00004662875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966904,0.0006471966,0.0001699171,0.0003632751,0.00003527538,0.0001396091,0.00007130765,0.000005915207,0.001877119],"genre_scores_gemma":[0.9943147,0.001073666,0.002627102,0.0005698317,0.0000202547,0.0001130527,0.00014575,0.000005581491,0.001130023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04823347,"threshold_uncertainty_score":0.09590548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282605953026241,"score_gpt":0.3755475643676495,"score_spread":0.3472869690650254,"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."}}