{"id":"W2124953205","doi":"10.1186/s12888-015-0526-6","title":"Depression and anxiety during the perinatal period","year":2015,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Vancouver Coastal Health; Royal Jubilee Hospital; University of British Columbia Hospital; Toronto Metropolitan University; University of British Columbia","funders":"King's College London; National Institute for Health and Care Research; Skoll Foundation; Vancouver Foundation; South London and Maudsley NHS Foundation Trust","keywords":"Anxiety; Period (music); Depression (economics); Perinatal period; Psychiatry; Psychology; Medicine; Clinical psychology; Pregnancy; Biology","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":[0.0003623881,0.0001071552,0.0002185584,0.0003256189,0.0003958077,0.0005486181,0.0001856832,0.0001678466,0.001371106],"category_scores_gemma":[0.002180912,0.00009813758,0.0001501247,0.000539165,0.0002082037,0.0002269042,0.0003499994,0.0003986765,0.0001248701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005047736,"about_ca_system_score_gemma":0.000561373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061673,"about_ca_topic_score_gemma":0.0128762,"domain_scores_codex":[0.9996978,0.0001076491,0.00003341568,0.00003050918,0.00005346843,0.00007721721],"domain_scores_gemma":[0.9994624,0.0001781644,0.000178808,0.00001505342,0.00007122849,0.00009432696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068696,0.00007626726,0.9110203,0.0004122638,0.0001261965,0.003330636,0.002525556,0.00008110574,0.0005485063,0.0005557823,0.002543694,0.07867277],"study_design_scores_gemma":[0.000004764225,0.00007074059,0.9901232,0.0003193719,0.00004815884,0.004870525,0.002154949,0.00003574311,0.0000760355,0.0002106471,0.002079814,0.000005986527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401498,0.0416824,0.0002981835,0.002018,0.0000895813,0.00008164602,0.001106879,0.00001526627,0.01455831],"genre_scores_gemma":[0.9869499,0.01218258,0.0001371884,0.0002268152,0.00002876546,0.00002793457,0.0001467289,0.0000011593,0.0002991221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01061673,"threshold_uncertainty_score":0.02110982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798777569207722,"score_gpt":0.2871959112865523,"score_spread":0.269208135594475,"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."}}