{"id":"W4382932002","doi":"10.4103/ipj.ipj_156_22","title":"Antenatal depression and anxiety in Indian women: A systematic review","year":2023,"lang":"en","type":"review","venue":"Industrial Psychiatry Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Mental health; Depression (economics); Psychiatry; Antenatal depression; Referral; Pregnancy; Postpartum depression; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001993029,0.0004860952,0.003456036,0.0005047656,0.000145512,0.00007161163,0.0002440526,0.0006648164,0.00008256101],"category_scores_gemma":[0.0003149211,0.0003237741,0.000367035,0.0005644561,0.00003820774,0.0001133168,0.00009907943,0.002890078,0.00009544288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363444,"about_ca_system_score_gemma":0.001074275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204125,"about_ca_topic_score_gemma":0.000005468935,"domain_scores_codex":[0.9956694,0.0006111156,0.00220169,0.0003990165,0.0004914265,0.0006274155],"domain_scores_gemma":[0.9976533,0.0001150223,0.001195394,0.0003677292,0.00003361429,0.0006349517],"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":[0.00007569993,0.00006923915,0.0006068565,0.9687421,0.0001499662,0.0007481136,0.00006135902,1.034242e-8,4.60268e-9,0.000003521282,0.0006501699,0.02889292],"study_design_scores_gemma":[0.001278333,0.0001954429,0.00002677672,0.9499082,0.0009277563,0.02378329,0.00006262302,2.287126e-7,3.522725e-8,0.00003838156,0.02352658,0.0002523244],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003528981,0.9924746,2.056065e-7,0.0003491635,0.003321156,0.003347909,0.00004757071,0.00003975479,0.00006671272],"genre_scores_gemma":[0.0000219318,0.9972449,0.00002117471,0.0004361732,0.001523452,0.0002620972,0.00002528542,0.00007660823,0.0003883766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02864059,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07226114549744483,"score_gpt":0.3720040944692902,"score_spread":0.2997429489718453,"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."}}