{"id":"W2012751933","doi":"10.1046/j.1365-3156.2002.00866.x","title":"A controlled study of postpartum depression among Nepalese women: validation of the Edinburgh Postpartum Depression Scale in Kathmandu","year":2002,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Tribhuvan University; World Health Organization","keywords":"Edinburgh Postnatal Depression Scale; Medicine; Postpartum depression; Depression (economics); Mental health; Obstetrics; Psychiatry; Pregnancy; Depressive symptoms; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005654836,0.0002351873,0.0009249646,0.0002823335,0.00009726044,0.000005622948,0.0002972489,0.0001103752,0.0007319599],"category_scores_gemma":[0.0003489911,0.0001441703,0.0001056041,0.0002792497,0.0001782048,0.0001221151,0.0001296416,0.0004476562,0.000003632424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957472,"about_ca_system_score_gemma":0.00007173951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006374504,"about_ca_topic_score_gemma":0.0001257631,"domain_scores_codex":[0.9962181,0.0003407401,0.001467474,0.0003775941,0.001147746,0.0004482976],"domain_scores_gemma":[0.9981052,0.0002408243,0.0007325858,0.0004183472,0.0001942932,0.0003087594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003563395,0.001982251,0.9878132,0.0006380727,0.00004534508,0.00001115216,0.004204517,0.00002257652,0.0001888891,0.00003708181,0.0002678282,0.00122573],"study_design_scores_gemma":[0.01866627,0.002686424,0.9673045,0.007532925,0.00003693329,0.00003183828,0.000835021,0.001900456,0.0007341849,0.00009162274,0.00008048672,0.00009933953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888117,0.0007316719,0.00002078319,0.00620944,0.001140553,0.002042558,0.00001069579,0.00002707769,0.001005504],"genre_scores_gemma":[0.9978068,0.0002901727,0.00002913324,0.0007126727,0.000310363,0.0001732212,0.00001399232,0.00001965404,0.0006439208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02050866,"threshold_uncertainty_score":0.8014447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317331164006473,"score_gpt":0.3171889016020536,"score_spread":0.2940155899619888,"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."}}