{"id":"W4307502326","doi":"10.1097/jpn.0000000000000662","title":"Prevalence, Incidence, and Persistence of Postpartum Anxiety, Depression, and Comorbidity","year":2022,"lang":"en","type":"article","venue":"The Journal of Perinatal & Neonatal Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Anxiety; Edinburgh Postnatal Depression Scale; Depression (economics); Comorbidity; Medicine; Incidence (geometry); Postpartum depression; Psychiatry; Cohort; Prevalence; Postpartum period; Cohort study; Pregnancy; Internal medicine; Depressive symptoms; Epidemiology","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":[0.0004184758,0.0001553675,0.0001562837,0.0007903641,0.0003505906,0.0004277211,0.0003047571,0.0001571361,0.0007314086],"category_scores_gemma":[0.001047219,0.0001962201,0.00017969,0.0006699044,0.0001561379,0.0002270295,0.0003506379,0.0002297191,0.00007936696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006108801,"about_ca_system_score_gemma":0.0004325331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04117266,"about_ca_topic_score_gemma":0.04246914,"domain_scores_codex":[0.9997496,0.00004999107,0.00003045533,0.00004839085,0.00005018304,0.00007131945],"domain_scores_gemma":[0.9993911,0.00004358602,0.0003674189,0.00003098783,0.0001003099,0.00006660566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001613825,0.00001054113,0.998935,0.000006348771,0.00001643835,0.00002801869,0.00004382708,0.00001056039,0.00008543242,0.000004570464,0.00003777003,0.0008053684],"study_design_scores_gemma":[6.158896e-7,0.00001535138,0.9995191,0.000006607894,0.000006709182,0.0001343294,0.0001968133,0.00004309394,0.00002113808,0.00000315632,0.00005201989,9.140316e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989681,0.000291197,0.00003230893,0.0000258527,0.000002026064,0.000007991936,0.0004252419,0.000001984144,0.0002452985],"genre_scores_gemma":[0.9992447,0.0002167244,0.00006120773,0.000006860495,0.000002403802,0.000009854705,0.0003447941,6.556375e-7,0.0001128872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04117266,"threshold_uncertainty_score":0.08186603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666142616055099,"score_gpt":0.2866778066182313,"score_spread":0.2700163804576803,"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."}}