{"id":"W2097952119","doi":"10.1186/1471-2458-11-302","title":"Prevalence and characteristics of Postpartum Depression symptomatology among Canadian women: a cross-sectional study","year":2011,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Biostatistics; Postpartum depression; Depression (economics); Pregnancy; Cross-sectional study; Antenatal depression; Public health; Epidemiology; Postpartum period; Socioeconomic status; Psychological intervention; Demography; Psychiatry; Obstetrics; Population; Anxiety; Environmental health; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007203728,0.0003322829,0.0004230832,0.001641371,0.00269161,0.0008284362,0.0008927938,0.0004166023,0.001888027],"category_scores_gemma":[0.001849632,0.0005001561,0.0004901628,0.003677207,0.0004838731,0.0003705281,0.0006267037,0.0005265782,0.0002528363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205723,"about_ca_system_score_gemma":0.01130749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9812782,"about_ca_topic_score_gemma":0.9831628,"domain_scores_codex":[0.9992983,0.00003799627,0.00004601524,0.0001046431,0.0003294862,0.0001835731],"domain_scores_gemma":[0.9987974,0.00006965982,0.0002543578,0.00004640265,0.0005588067,0.0002734261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003163938,0.00002593506,0.9965184,0.00003753448,0.00003559514,0.00005338843,0.0005117121,0.00001803473,0.0001341585,0.00002274684,0.0004883915,0.002122536],"study_design_scores_gemma":[0.000003069781,0.00001968853,0.9989244,0.00001174203,0.00001250322,0.00006839229,0.0005381346,0.00005043806,0.00001959218,0.000004245202,0.0003426177,0.000005200518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942539,0.0004217858,0.00008090444,0.000155995,0.000009429601,0.0000687121,0.003544166,0.000008684345,0.001456321],"genre_scores_gemma":[0.9965991,0.0006293149,0.0002435332,0.0001071483,0.000006006249,0.00003995182,0.00184549,0.000003604707,0.00052572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872176,"threshold_uncertainty_score":0.08748174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458479803841,"score_gpt":0.3205163762295327,"score_spread":0.2759315781911227,"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."}}