{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276804,0.00008089712,0.0004363536,0.00003738645,0.00005117989,0.000002357743,0.0001490222,0.00008295353,0.0000288457],"category_scores_gemma":[0.0002724437,0.00003772657,0.0001064629,0.00005094946,0.0002559923,0.00007155974,0.00004678649,0.0006127312,0.000001207841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001272049,"about_ca_system_score_gemma":0.0001283597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005396773,"about_ca_topic_score_gemma":0.00003527589,"domain_scores_codex":[0.9981285,0.0005099557,0.000987889,0.00005471562,0.0001956657,0.0001233034],"domain_scores_gemma":[0.9982927,0.0007874711,0.0005160616,0.0002138371,0.0000611512,0.000128719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003082214,0.0002511299,0.9917362,0.0004942684,0.00006418113,0.000003957822,0.0002441844,2.103373e-7,0.0000491423,0.00009875305,0.00004440352,0.003931305],"study_design_scores_gemma":[0.002852583,0.001320935,0.9887891,0.004757449,0.00008396316,0.0003907939,0.0001234098,0.000001123004,0.0003512115,0.001152886,0.0001340523,0.00004245117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942252,0.002041467,0.0000156688,0.002330865,0.0009380269,0.0001400394,0.000007257152,0.000003446083,0.0002979993],"genre_scores_gemma":[0.9966725,0.002573818,0.0001392048,0.0003130172,0.0002308028,0.000001019886,1.719924e-7,0.000007108485,0.00006238974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004263181,"threshold_uncertainty_score":0.2662046,"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."}}