{"id":"W2800399178","doi":"10.1016/j.ijoa.2018.04.005","title":"Association between intrapartum epidural use and maternal postpartum depression presenting for medical care: a population-based, matched cohort study","year":2018,"lang":"en","type":"article","venue":"International Journal of Obstetric Anesthesia","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; London Health Sciences Centre","funders":"Ontario Ministry of Health and Long-Term Care; Western University; Institute for Clinical Evaluative Sciences; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Medicine; Obstetrics; Depression (economics); Postpartum depression; Cohort; Cohort study; Pregnancy; Internal medicine","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":[0.0005373422,0.0004194449,0.0004855068,0.0006345511,0.0007170492,0.0008536921,0.0005915505,0.0008546175,0.001571739],"category_scores_gemma":[0.00156958,0.0008924268,0.0009407086,0.001187024,0.0003337809,0.0006201835,0.0004853931,0.001052662,0.0002816686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763958,"about_ca_system_score_gemma":0.0004169193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300688,"about_ca_topic_score_gemma":0.01394573,"domain_scores_codex":[0.9993997,0.0001291138,0.00005910323,0.0002164099,0.00007636923,0.0001193856],"domain_scores_gemma":[0.9990257,0.0001344328,0.0003409966,0.0001813586,0.0001013265,0.0002161702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004615575,0.0002008375,0.9974909,0.000009715903,0.0003605227,0.0002030773,0.0001040332,0.00001528892,0.0005509155,0.00001616248,0.00009110553,0.0004959365],"study_design_scores_gemma":[0.00003627856,0.0002157516,0.9989247,0.000004042763,0.0001508626,0.0002541247,0.000214556,0.00008500244,0.00003138085,0.00001085378,0.00006804145,0.00000447415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993863,0.000133244,0.00006137165,0.00002470504,0.000009024323,0.00000852846,0.0002196618,0.000002008704,0.0001550956],"genre_scores_gemma":[0.9993898,0.0001052901,0.00007123662,0.00004050812,0.00001174646,0.00001165909,0.0002025789,0.00000197961,0.0001652804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300688,"threshold_uncertainty_score":0.02586234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203364963136984,"score_gpt":0.3189801738201585,"score_spread":0.2986436775064601,"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."}}