{"id":"W4285727553","doi":"10.1007/s00737-022-01249-1","title":"Perinatal depression screening: a systematic review of recommendations from member countries of the Organisation for Economic Co-operation and Development (OECD)","year":2022,"lang":"en","type":"review","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; Royal Australian and New Zealand College of Obstetricians and Gynaecologists; University of Sydney; Royal Australian College of General Practitioners; Registered Nurses' Association of Ontario; National Institute for Health and Care Excellence","keywords":"Depression (economics); Member states; Business; Medicine; Psychology; Psychiatry; Economics; Economic policy; Macroeconomics; European union","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02700906,0.00184209,0.00677097,0.0204817,0.001065896,0.003662701,0.00291396,0.002096324,0.005015666],"category_scores_gemma":[0.1049846,0.001311566,0.007419627,0.01818419,0.001299931,0.00346875,0.003245959,0.001948252,0.0006362867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006319537,"about_ca_system_score_gemma":0.02674208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394234,"about_ca_topic_score_gemma":0.04145702,"domain_scores_codex":[0.9739551,0.006899854,0.0127742,0.001194665,0.004592317,0.000583974],"domain_scores_gemma":[0.920196,0.05608937,0.0133557,0.001087378,0.008522145,0.0007494182],"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":[0.0001357154,0.000008913942,0.0008137117,0.9338229,0.002637394,0.00008571176,0.0004741468,0.00007928441,0.00009934122,0.0003356778,0.003571766,0.05793549],"study_design_scores_gemma":[0.00009015777,0.00004310132,0.002036341,0.9653674,0.01241169,0.0001385163,0.0002902064,0.00002402283,0.00008401914,0.0002322182,0.01926033,0.0000219236],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00123638,0.9927433,0.0004855783,0.001514664,0.0003256495,0.000880122,0.001892105,0.00002469255,0.0008975848],"genre_scores_gemma":[0.008491402,0.9865224,0.001516533,0.001166821,0.00007475064,0.001229007,0.000844646,0.00001662074,0.0001378221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02700906,"threshold_uncertainty_score":0.1428393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04665230387014904,"score_gpt":0.3674794222644046,"score_spread":0.3208271183942555,"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."}}