{"id":"W3194020069","doi":"10.4103/jehp.jehp_1409_20","title":"The relationship between depression, stress, anxiety, and postpartum weight retention: A systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Education and Health Promotion","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Postpartum depression; Stress (linguistics); Psychology; Clinical psychology; Psychiatry; Biology; Pregnancy; Genetics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004549371,0.001178625,0.005751056,0.007391859,0.000642352,0.002187138,0.001420707,0.001689932,0.003181137],"category_scores_gemma":[0.02258734,0.0008952624,0.005534112,0.009086025,0.000582529,0.00183792,0.001068889,0.0008788037,0.0002246392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692416,"about_ca_system_score_gemma":0.009467465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00882407,"about_ca_topic_score_gemma":0.02579504,"domain_scores_codex":[0.9960793,0.001104122,0.001560675,0.0003063719,0.000799855,0.0001498167],"domain_scores_gemma":[0.9823607,0.01285853,0.003073869,0.0001765023,0.001318888,0.0002116097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001253917,0.00002348633,0.001729223,0.9642628,0.006562475,0.000165831,0.0002448375,0.0000601819,0.0001013334,0.0001048519,0.0009082478,0.02571137],"study_design_scores_gemma":[0.0002151218,0.0003349975,0.01441622,0.8762985,0.0936422,0.0009839492,0.0006488403,0.0001306035,0.0001703185,0.0002361783,0.01286894,0.00005414795],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002101879,0.9968526,0.00009591199,0.0002162513,0.00006220967,0.0002368223,0.000232946,0.000005156578,0.000196222],"genre_scores_gemma":[0.02153466,0.9767952,0.0004394599,0.0003560148,0.0000742646,0.0005051452,0.0001761781,0.000002827145,0.0001162296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00882407,"threshold_uncertainty_score":0.02405965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341391168762583,"score_gpt":0.4438157717084379,"score_spread":0.3096766548321797,"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."}}