{"id":"W2901801237","doi":"10.1097/01.aoa.0000547292.78400.45","title":"Looking Beyond the Pain: Can Effective Labor Analgesia Prevent the Development of Postpartum Depression?","year":2018,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders; BC Studies","funders":"","keywords":"Medicine; Postpartum depression; Odds ratio; Depression (economics); Confidence interval; Confounding; Observational study; Labor pain; Anesthesia; Obstetrics; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002358343,0.0006222255,0.001500011,0.0007529222,0.0006725069,0.002409283,0.001226769,0.003915487,0.007320785],"category_scores_gemma":[0.01713254,0.0003501279,0.001288462,0.0003957349,0.0009698499,0.002794282,0.0006664041,0.007191881,0.003197789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008157208,"about_ca_system_score_gemma":0.001360695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847936,"about_ca_topic_score_gemma":0.003466715,"domain_scores_codex":[0.9986899,0.0004602418,0.0002737523,0.0001327769,0.0003445171,0.00009877798],"domain_scores_gemma":[0.9923477,0.004526043,0.0007661068,0.0001036224,0.001925597,0.0003309119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004515736,0.00005278612,0.0009201235,0.004993816,0.0003242905,0.0003950756,0.0001661844,0.00003994382,0.0002531321,0.00161078,0.816983,0.1738092],"study_design_scores_gemma":[0.0004932193,0.0004783008,0.007733359,0.01653549,0.000913067,0.002282605,0.0006169895,0.000393183,0.0003880316,0.008013539,0.9620317,0.000120605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008345651,0.4369056,0.0003784015,0.2598873,0.2995042,0.00002428253,0.0001272468,0.00004644062,0.002291975],"genre_scores_gemma":[0.007876034,0.3991728,0.0005659626,0.1160985,0.4696891,0.00005854953,0.00009167422,0.00005027771,0.006397119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007320785,"threshold_uncertainty_score":0.02449048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009996339342036809,"score_gpt":0.2615124758945462,"score_spread":0.2515161365525094,"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."}}