{"id":"W2556848796","doi":"10.4088/jcp.15m10176","title":"Trajectories of Perinatal Depressive and Anxiety Symptoms in a Community Cohort","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"PolicyWise for Children & Families; University of Calgary; University of British Columbia","funders":"","keywords":"Anxiety; Psychosocial; Psychiatry; Depression (economics); Psychology; Edinburgh Postnatal Depression Scale; Clinical psychology; Mental health; Cohort; Postpartum depression; Medicine; Pregnancy; Depressive symptoms; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001263555,0.000333819,0.0003008973,0.0009201606,0.000935786,0.000865837,0.0006439473,0.0004539741,0.0007546019],"category_scores_gemma":[0.003113814,0.0003910029,0.0004447972,0.001198942,0.0002903197,0.0004197197,0.0009383918,0.0006022669,0.0001197697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070857,"about_ca_system_score_gemma":0.001148377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2154868,"about_ca_topic_score_gemma":0.1896847,"domain_scores_codex":[0.9994687,0.0001330951,0.00002835957,0.0001302663,0.000116287,0.000123288],"domain_scores_gemma":[0.998983,0.0001118389,0.0003029493,0.0001150478,0.0002388146,0.0002483817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117815,0.00003920897,0.9978732,0.000004783596,0.00006062064,0.00009579698,0.0003322921,0.00007635825,0.0001372904,0.00001877211,0.00009123064,0.001152727],"study_design_scores_gemma":[0.000008209676,0.00008121444,0.9987767,0.000008545201,0.00002035807,0.0001304398,0.0005216885,0.0003277209,0.0000163367,0.00002394351,0.00007920452,0.000005567764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994727,0.0000651783,0.00006709731,0.00002457052,0.000001264199,0.00001209449,0.0002564163,0.000002164583,0.00009854796],"genre_scores_gemma":[0.9990144,0.0001103797,0.0001558931,0.00001476352,0.000001850285,0.0000150724,0.0005571177,0.000001840711,0.0001285987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2154868,"threshold_uncertainty_score":0.428465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988577648349178,"score_gpt":0.3786651764242286,"score_spread":0.3487793999407369,"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."}}