{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01081266,0.0007747363,0.00137768,0.001170749,0.008113438,0.007716894,0.003881308,0.1335439,0.01369687],"category_scores_gemma":[0.07764873,0.001427299,0.002359925,0.001097555,0.005336975,0.007255723,0.004484289,0.08503826,0.004784391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01075259,"about_ca_system_score_gemma":0.03131916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0387546,"about_ca_topic_score_gemma":0.07845286,"domain_scores_codex":[0.9909015,0.00202986,0.001641876,0.000878782,0.001821225,0.002726788],"domain_scores_gemma":[0.9600051,0.01800407,0.003087531,0.00151783,0.006350028,0.01103552],"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":[0.00008980347,0.00011949,0.002992511,0.0001135697,0.00004469805,0.002942077,0.0005028447,0.0002113858,0.0003918693,0.007640909,0.9601323,0.02481855],"study_design_scores_gemma":[0.000362443,0.0001528928,0.00900722,0.00199661,0.000165691,0.002374097,0.002967737,0.0008720066,0.0004478264,0.01598446,0.9654679,0.0002009881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004221027,0.0002902294,0.00005505435,0.9935809,0.004182294,0.000009284248,0.00001497176,0.00001465483,0.001430384],"genre_scores_gemma":[0.002138291,0.0003834284,0.0001899658,0.9886889,0.006444008,0.00002785646,0.00001343615,0.00001016923,0.002103918],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1335439,"threshold_uncertainty_score":0.07801586,"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."}}