{"id":"W2158157043","doi":"10.2217/whe.12.64","title":"Serotonin and Female Psychopathology","year":2012,"lang":"en","type":"review","venue":"Women s Health","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Serotonergic; Psychopathology; Estrogen; Psychology; Developmental psychopathology; Menopause; Serotonin; Clinical psychology; Developmental psychology; Psychiatry; Medicine; Endocrinology; 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":[0.0003833116,0.0003593183,0.001463775,0.0002459176,0.0001037221,0.00001781786,0.0001670092,0.0001629085,0.003045212],"category_scores_gemma":[0.000003637914,0.0003018947,0.0001253212,0.0002242279,0.00007630787,0.00003586728,0.00006336402,0.0004514163,0.001301492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667994,"about_ca_system_score_gemma":0.0001533154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001864732,"about_ca_topic_score_gemma":0.000004454263,"domain_scores_codex":[0.997137,0.0006803864,0.0006334241,0.000536257,0.0001164634,0.0008964775],"domain_scores_gemma":[0.9984576,0.00006960292,0.0004190825,0.0005756033,0.00001434919,0.0004637684],"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":[0.000004751133,0.0001197038,0.0001146405,0.003601797,0.00001880655,0.00002529843,0.0007762047,8.355731e-10,2.447449e-8,0.0009532866,0.002026012,0.9923595],"study_design_scores_gemma":[0.0002471863,0.0001734912,0.0005169812,0.0003790344,0.00006152966,0.001097809,0.00009721719,1.661825e-8,1.208026e-8,0.00001022149,0.9972047,0.0002117906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008155238,0.9945889,0.000002476259,0.0002884288,0.001440836,0.00120272,0.00004594478,0.0001029839,0.001512232],"genre_scores_gemma":[0.00004941351,0.9783642,0.00007162154,0.0006140263,0.0003706984,0.0008811406,0.00004608785,0.00008291202,0.01951986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951787,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587883464724566,"score_gpt":0.4749205760417203,"score_spread":0.3161322295692638,"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."}}