{"id":"W2958166839","doi":"10.1097/cm9.0000000000000326","title":"Depressive severity associated with cesarean section in young depressed individuals","year":2019,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Lunenfeld-Tanenbaum Research Institute; University of Manitoba; Mount Sinai Hospital","funders":"Tsinghua University; National Natural Science Foundation of China; Chongqing Medical University; Johns Hopkins University","keywords":"Medicine; Psychiatry; Major depressive disorder; Neuropsychiatry; Depression (economics); Neurology; Mini-international neuropsychiatric interview; Cross-sectional study; Pediatrics; Anxiety; Mood","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":[0.0002985636,0.0001567954,0.0002822735,0.0004772457,0.0003449311,0.0003354034,0.0002090632,0.0003913807,0.001473964],"category_scores_gemma":[0.001970934,0.000159388,0.0002061359,0.0004640743,0.0001268648,0.0001724855,0.0002235964,0.0004726147,0.0001223005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376255,"about_ca_system_score_gemma":0.0001562175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242914,"about_ca_topic_score_gemma":0.003514879,"domain_scores_codex":[0.9998164,0.00005554402,0.00003707093,0.00003150546,0.00003874703,0.00002077542],"domain_scores_gemma":[0.9990063,0.0001824542,0.000478564,0.00002886966,0.0001219178,0.000181964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007192525,0.00002797199,0.9976077,0.00001932381,0.00003299554,0.0003322414,0.0001022477,0.000006347928,0.000141639,0.000006777484,0.0003454862,0.001305341],"study_design_scores_gemma":[0.000008646715,0.00005636603,0.9988066,0.00001176774,0.00002253816,0.0007092098,0.0001457046,0.00006837372,0.00002034711,0.000009115096,0.000139062,0.000002216912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980807,0.0008022679,0.00003114989,0.0003799686,0.00005529546,0.00001391171,0.0002691653,0.000002286366,0.0003651459],"genre_scores_gemma":[0.9991924,0.0002960839,0.00005565629,0.0001485248,0.0000823923,0.000007732621,0.0001311026,5.759319e-7,0.00008555254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002242914,"threshold_uncertainty_score":0.004930913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008607284343849487,"score_gpt":0.2828742361448212,"score_spread":0.2742669518009717,"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."}}