{"id":"W4254087458","doi":"10.3109/09513590.2012.651932","title":"Reproductive depression","year":2012,"lang":"en","type":"review","venue":"Gynecological Endocrinology","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Depression (economics); Premenstrual dysphoric disorder; Medicine; Progestogen; Libido; Mood; Pregnancy; Obstetrics; Menopause; Menstrual cycle; Gynecology; Psychiatry; Hormone; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001774625,0.0004572857,0.00250325,0.0001981541,0.0001090461,0.000004864813,0.0001855778,0.0007871264,0.002817124],"category_scores_gemma":[0.001051337,0.0002859401,0.0004560675,0.0002341798,0.0002295405,0.0000345435,0.0002322745,0.001133783,0.00190713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756206,"about_ca_system_score_gemma":0.0003226507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001217622,"about_ca_topic_score_gemma":0.000002489099,"domain_scores_codex":[0.9967508,0.0003189158,0.0007165389,0.0008619887,0.000174764,0.001177038],"domain_scores_gemma":[0.9978492,0.0005857881,0.0003015107,0.000734953,0.00006252723,0.000466022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004101755,0.0002556176,0.0002309447,0.006671285,0.00007389309,0.0001865517,0.000008207098,1.791627e-8,8.369121e-8,0.0006986724,0.001113956,0.9907197],"study_design_scores_gemma":[0.000626663,0.0004324775,0.0005297785,0.0006115256,0.0009799253,0.001910183,0.00001289486,1.599239e-7,7.503491e-7,0.0001383936,0.9945131,0.0002441736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000613111,0.9696288,0.00000743822,0.0001597808,0.00104584,0.001465715,0.00001208536,0.0001928154,0.0274262],"genre_scores_gemma":[0.0001809341,0.9960375,0.0004262248,0.0005355187,0.0006562133,0.0004265759,0.0001750759,0.00003976598,0.00152212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9933991,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1530450361806582,"score_gpt":0.419348263593348,"score_spread":0.2663032274126899,"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."}}