{"id":"W4206475795","doi":"10.1002/0470854871.chxviii12","title":"Female‐Specific Mood Disorders","year":2002,"lang":"en","type":"other","venue":"Biological Psychiatry","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Menarche; Mood; Depression (economics); Psychology; Mood disorders; Dysphoria; Psychiatry; Premenstrual dysphoric disorder; Menopause; Clinical psychology; Medicine; Developmental psychology; Internal medicine; Anxiety; Menstrual cycle","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":[0.0000736532,0.0004004177,0.0006120066,0.0001707768,0.00006471387,0.000008527063,0.0001631905,0.0009974365,0.02829731],"category_scores_gemma":[0.00002950749,0.0002719776,0.0002508096,0.0001948898,0.0001876049,0.00000797475,0.00003586114,0.0004816921,0.002608151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002574958,"about_ca_system_score_gemma":0.00006787514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004082015,"about_ca_topic_score_gemma":0.000087061,"domain_scores_codex":[0.9981883,0.00005674807,0.0003440935,0.0006514932,0.0002142076,0.0005451347],"domain_scores_gemma":[0.9988627,0.00002567716,0.000162181,0.0005277018,0.00001221342,0.0004095241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001067327,0.0004799073,0.06179122,0.0002657531,0.000036256,0.000002575147,0.00000966642,3.746569e-8,0.000001637489,0.001405635,0.929,0.006900612],"study_design_scores_gemma":[0.001503127,0.0007062155,0.01592572,0.0002211816,0.00002749414,0.00001383552,0.00009682053,0.000002394889,9.519581e-8,0.0006198908,0.9805444,0.0003387778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001089809,0.02090087,0.00005238197,0.001979897,0.002616056,0.0007892759,0.00005811403,0.0004884212,0.9720252],"genre_scores_gemma":[0.02457885,0.02731314,0.01114967,0.004576763,0.004406303,0.0001095325,0.0004974456,0.0006221628,0.9267461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05154447,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444752238612354,"score_gpt":0.3070293549434485,"score_spread":0.2625541310822131,"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."}}