{"id":"W4409248693","doi":"10.1002/ijgo.70062","title":"Prevalence of cognitive dysfunction and associated behavioral changes, lactational failure, and their determinants among postpartum women in South India: A community‐based study","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Psychosocial; Breastfeeding; Edinburgh Postnatal Depression Scale; Social support; Depression (economics); Cognition; Hospital Anxiety and Depression Scale; Psychological intervention; Mental health; Cross-sectional study; Clinical psychology; Psychiatry; Pediatrics; Psychology; Depressive symptoms","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":[0.000274706,0.0001786966,0.0002027529,0.0007520427,0.0004659256,0.0004762899,0.0003398651,0.000265022,0.000707757],"category_scores_gemma":[0.0006153997,0.0002676019,0.0002158395,0.0007909114,0.0003488844,0.0002521761,0.0004040216,0.000332564,0.0001079973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416144,"about_ca_system_score_gemma":0.0004261258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574434,"about_ca_topic_score_gemma":0.01800198,"domain_scores_codex":[0.9998121,0.0000378227,0.00002251481,0.00003419043,0.00004199355,0.00005142798],"domain_scores_gemma":[0.999629,0.00006536298,0.0001393238,0.00002308937,0.00005074334,0.00009244402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002934409,0.00005427881,0.9979462,0.00001731841,0.00001770373,0.0001639136,0.000516851,0.00001228746,0.0001982375,0.000008836519,0.00005918964,0.0009757763],"study_design_scores_gemma":[0.000001766492,0.00006893702,0.9984204,0.000007188385,0.000008916414,0.0002371168,0.001132266,0.00004546927,0.00002301174,0.000006269826,0.00004612232,0.000002534218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999666,0.0000509883,0.00001523685,0.00002044279,0.000001148202,0.000006287589,0.00008869387,0.000001848126,0.0001493601],"genre_scores_gemma":[0.9997249,0.00007901681,0.00003028159,0.00001686262,0.00000219149,0.00000841255,0.00006767392,4.499675e-7,0.00007014442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574434,"threshold_uncertainty_score":0.03130537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382435578760709,"score_gpt":0.3178332806040401,"score_spread":0.294008924816433,"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."}}