{"id":"W4224299420","doi":"10.3390/ijerph19084900","title":"Associations among Caesarean Section Birth, Post-Traumatic Stress, and Postpartum Depression Symptoms","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Caesarean section; Depression (economics); Medicine; Obstetrics; Section (typography); Postpartum depression; Pregnancy; Psychiatry; Clinical psychology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000570518,0.0001418891,0.0002010893,0.0003882204,0.0002246118,0.0004182271,0.0004619287,0.0002223657,0.001241002],"category_scores_gemma":[0.002773184,0.0001947329,0.0003154516,0.0006168396,0.0002687948,0.0001228146,0.0003839954,0.0006591826,0.00008370563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006215675,"about_ca_system_score_gemma":0.0007474451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06548762,"about_ca_topic_score_gemma":0.09539697,"domain_scores_codex":[0.9996661,0.00008667508,0.00003606049,0.00005745971,0.00007963391,0.00007404286],"domain_scores_gemma":[0.9987004,0.0003399953,0.0005440057,0.00008125928,0.0001239662,0.0002103928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004217975,0.00001860455,0.9986658,0.000008212069,0.00003997545,0.00003623238,0.0000778203,0.00002294499,0.00006785031,0.00001535292,0.0000523312,0.0009525709],"study_design_scores_gemma":[0.000001339714,0.00001685135,0.9997444,0.000003477566,0.00001054571,0.00004147044,0.00008863216,0.00005309571,0.000009348784,0.00000636059,0.00002377161,8.348412e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990375,0.0002877769,0.0000334176,0.00005194655,0.0000034233,0.000006830762,0.0002623915,0.000001813114,0.00031485],"genre_scores_gemma":[0.999429,0.0001514266,0.00004762802,0.00001083448,0.000002931224,0.000006043472,0.0001893635,5.242042e-7,0.0001620959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06548762,"threshold_uncertainty_score":0.1302129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374939713770794,"score_gpt":0.3504434879190568,"score_spread":0.3129495165419774,"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."}}