{"id":"W2409700347","doi":"","title":"Prevalence of antenatal depression: comparison between Pakistani and Canadian women.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Edinburgh Postnatal Depression Scale; Logistic regression; Antenatal depression; Demography; Sexual abuse; Physical abuse; Public health; Pregnancy; Domestic violence; Psychiatry; Suicide prevention; Poison control; Obstetrics; Depressive symptoms; Environmental health; Anxiety; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003928435,0.0002364621,0.0002734204,0.001214737,0.001370951,0.0005429353,0.0004099946,0.0003459093,0.00148007],"category_scores_gemma":[0.001279717,0.0003623812,0.0003050795,0.002127959,0.0003792092,0.0002977537,0.0005089141,0.0003370624,0.0001692808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004407443,"about_ca_system_score_gemma":0.004087281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9037179,"about_ca_topic_score_gemma":0.9075357,"domain_scores_codex":[0.9996194,0.00002003804,0.00002674608,0.00006020279,0.0001577651,0.000115934],"domain_scores_gemma":[0.9995028,0.00004146047,0.0001392318,0.00001585568,0.0001602226,0.0001403044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005377821,0.00001399622,0.9959747,0.00003390967,0.00003285613,0.0000696938,0.0004145681,0.00001511547,0.000119014,0.00002480629,0.0002539858,0.002993548],"study_design_scores_gemma":[0.00000488088,0.00001960715,0.9988349,0.00001195183,0.00001110767,0.0001228139,0.0007580418,0.00003109433,0.00001488533,0.000005836036,0.0001816641,0.000003313206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996309,0.0005471062,0.00003725249,0.0001164493,0.000007098313,0.00002401237,0.001816611,0.000004051786,0.001138415],"genre_scores_gemma":[0.9981725,0.0006587353,0.00008513663,0.00004484315,0.000005664752,0.00001403958,0.0008094385,0.000001484199,0.0002081338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09628206,"threshold_uncertainty_score":0.1936981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468342627161767,"score_gpt":0.2742737513824712,"score_spread":0.2274394886662945,"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."}}