{"id":"W2902682675","doi":"10.1007/s00737-018-0931-1","title":"Selective serotonin reuptake inhibitor effects on neural biomarkers of perinatal depression","year":2018,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Serotonin reuptake inhibitor; Biomarker; Brain-derived neurotrophic factor; Serotonin; Depression (economics); Neurotrophic factors; Cohort; Medicine; Gestation; Internal medicine; Pregnancy; Reuptake inhibitor; Endocrinology; Oncology; Psychology; Pharmacology; Biology; Receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390303,0.0002982288,0.0004213977,0.0001679454,0.0001292083,0.0003274169,0.0001564534,0.0003479381,0.002085172],"category_scores_gemma":[0.000967573,0.0001820273,0.0001948137,0.0001523492,0.000143043,0.0002187514,0.00009086139,0.000468327,0.0001640729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389476,"about_ca_system_score_gemma":0.0002448301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600008,"about_ca_topic_score_gemma":0.006507302,"domain_scores_codex":[0.9998691,0.0000661255,0.00001146218,0.00001477584,0.00001692362,0.00002159994],"domain_scores_gemma":[0.9997194,0.0001093233,0.00007608379,0.00002010822,0.00003027928,0.00004475338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2172318,0.00434467,0.2181905,0.001194377,0.004207833,0.00117319,0.0005230885,0.0007068526,0.2338078,0.0004123554,0.001833498,0.316374],"study_design_scores_gemma":[0.003183433,0.04154944,0.8966318,0.00009681262,0.002075646,0.001168906,0.0003869215,0.0008688343,0.05134679,0.0001350769,0.002519809,0.00003651223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927444,0.005112713,0.0001040733,0.0001033468,0.00003244445,0.00003074193,0.0003455023,0.00001084977,0.001515866],"genre_scores_gemma":[0.9952614,0.002931526,0.0002502134,0.00009991708,0.00002701854,0.00001907331,0.000259287,0.0000026313,0.001148943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002600008,"threshold_uncertainty_score":0.006975591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009633631913346706,"score_gpt":0.2999693987971606,"score_spread":0.2903357668838139,"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."}}