{"id":"W2136977697","doi":"10.1016/j.ajog.2012.09.022","title":"Risk factors for postpartum depression among abused and nonabused women","year":2012,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Manitoba; St. Michael's Hospital; Child and Family Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Postpartum depression; Odds ratio; Depression (economics); Domestic violence; Obstetrics; Postpartum period; Edinburgh Postnatal Depression Scale; Pregnancy; Confidence interval; Poison control; Psychiatry; Demography; Suicide prevention; Depressive symptoms; Internal medicine; Anxiety; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000228097,0.0001577323,0.0002702175,0.0006671672,0.0005532108,0.0005166004,0.0002091254,0.0003658693,0.001798969],"category_scores_gemma":[0.00234672,0.0002772231,0.0003641694,0.00081366,0.0001873537,0.000317968,0.0004029117,0.0006082315,0.00009442551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441616,"about_ca_system_score_gemma":0.0003790336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009847359,"about_ca_topic_score_gemma":0.01609959,"domain_scores_codex":[0.9998096,0.00005531443,0.00002481636,0.00001826712,0.00003290356,0.00005916679],"domain_scores_gemma":[0.9989793,0.0002463379,0.000431052,0.00003565953,0.0000519686,0.000255654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000934889,0.00004700025,0.9983413,0.00000546164,0.00002428962,0.0001167942,0.0001756197,0.000005480862,0.000094868,0.00001703167,0.00004130496,0.00103728],"study_design_scores_gemma":[0.00000471675,0.00005383142,0.9988691,0.000006668884,0.00001787815,0.0002675966,0.0006524553,0.00003387036,0.00001295828,0.00001259685,0.00006657634,0.000001704819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999051,0.0003326665,0.000009325966,0.00008471407,0.000005748921,0.000005082669,0.00008699686,6.50238e-7,0.000423738],"genre_scores_gemma":[0.9994183,0.0002898276,0.00003550803,0.0000327732,0.000008025064,0.000004896154,0.0000647069,6.14033e-7,0.0001454718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009847359,"threshold_uncertainty_score":0.01958013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271220640265192,"score_gpt":0.2731493104507864,"score_spread":0.2604371040481345,"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."}}