{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008224814,0.0001826497,0.0004473165,0.00035475,0.0001242185,0.0001278051,0.0002419003,0.0001548527,0.00006551768],"category_scores_gemma":[0.001313474,0.0001497557,0.0001275247,0.0001279642,0.00003634223,0.0003399249,0.00004088724,0.0002656951,0.000005540509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367846,"about_ca_system_score_gemma":0.0001512074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001790809,"about_ca_topic_score_gemma":0.00001053803,"domain_scores_codex":[0.9969169,0.0001479955,0.0009207921,0.0002290239,0.001509337,0.0002759735],"domain_scores_gemma":[0.996666,0.0009105717,0.0008448163,0.0001304897,0.001150588,0.0002975543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007418063,0.000163726,0.9965733,0.0001987903,0.0003083179,0.0003137261,0.0003239227,0.00000227511,0.000008265097,0.000005513407,0.0001156586,0.00124467],"study_design_scores_gemma":[0.002814928,0.0006969291,0.9925288,0.001292374,0.0002693854,0.0007166556,0.00009245644,0.0002811217,0.0007453569,0.00002294895,0.0004166978,0.0001223223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960099,0.0002648989,0.0001984407,0.001914475,0.0008750959,0.000687393,0.0000101977,0.00002414149,0.00001547696],"genre_scores_gemma":[0.9972859,0.00004110879,0.0007719402,0.0003910999,0.001255244,0.00002136979,0.00003668609,0.0000271513,0.0001695082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004044505,"threshold_uncertainty_score":0.6106858,"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."}}