{"id":"W2328670984","doi":"10.1377/hlthaff.2011.0438","title":"Should Postpartum Depression Screening Policies Be Reevaluated?","year":2011,"lang":"en","type":"letter","venue":"Health Affairs","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Depression (economics); Postpartum depression; Mental health; Medicine; Family medicine; Patient Health Questionnaire; Psychiatry; Pregnancy; Depressive symptoms; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007278646,0.0007195224,0.001261924,0.0004486819,0.0004147534,0.00003864709,0.0003437073,0.001213356,0.0008743907],"category_scores_gemma":[0.00008048851,0.0006206937,0.0002940014,0.0002226986,0.0001428148,0.0001241437,0.0002004126,0.00360151,0.0002508138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317553,"about_ca_system_score_gemma":0.0007611998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490741,"about_ca_topic_score_gemma":0.00005477427,"domain_scores_codex":[0.9946223,0.0004009386,0.001159338,0.0008988088,0.001149783,0.001768844],"domain_scores_gemma":[0.9971092,0.0001480587,0.0007212909,0.001098881,0.0001434529,0.0007790922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005525984,0.00008070454,0.003767071,0.02097991,0.00006832808,0.0006448512,0.0008505812,3.369118e-7,0.000002598881,0.00003483736,0.9714914,0.001526755],"study_design_scores_gemma":[0.001353357,0.001202491,0.007570905,0.03592036,0.0001459234,0.0008321552,0.0001703573,0.00003715659,0.0003857256,0.00008501289,0.9516713,0.0006252692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008591498,0.01186401,0.00005982701,0.9630759,0.002157161,0.002270957,0.0002346651,0.0005250816,0.01895327],"genre_scores_gemma":[0.01969017,0.003101265,0.001149718,0.9558746,0.004255665,0.0002131772,0.001283949,0.0002451762,0.01418632],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01982013,"threshold_uncertainty_score":0.9996244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165161537552897,"score_gpt":0.3643855298394225,"score_spread":0.2478693760841327,"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."}}