{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007492233,0.0001813238,0.0004076589,0.000148305,0.00009595478,0.00003295819,0.0001487673,0.0002107349,0.001220778],"category_scores_gemma":[0.0005135302,0.0001131371,0.00006444721,0.0002444418,0.00005065142,0.0001736723,0.00004910185,0.00123667,0.00002864316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157636,"about_ca_system_score_gemma":0.0002458843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009076645,"about_ca_topic_score_gemma":0.0001516651,"domain_scores_codex":[0.9977849,0.0001843733,0.0004286988,0.0002123675,0.001008915,0.0003807743],"domain_scores_gemma":[0.9988761,0.0001458592,0.0002116283,0.0001525869,0.00008052453,0.0005333358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004042831,0.0002503865,0.9971249,0.0002876597,0.00006528101,0.0006221429,0.0005741725,0.000007495691,0.00005170426,0.000002571061,0.00005807318,0.0005513112],"study_design_scores_gemma":[0.004725306,0.0003173131,0.9840974,0.006797055,0.00002901495,0.00319049,0.00003327975,0.0002992263,0.0001882152,0.0001441357,0.00005267487,0.000125864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947459,0.000313698,0.00004495103,0.0008695259,0.000993065,0.0003209052,0.00000655563,0.00003849724,0.002666863],"genre_scores_gemma":[0.9983218,0.0001169646,0.00004095259,0.000612325,0.0004069174,0.00001061264,0.00002369936,0.00002150782,0.0004451663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302749,"threshold_uncertainty_score":0.9996923,"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."}}