{"id":"W2913554572","doi":"10.1176/appi.ps.201800269","title":"Use of Text Messaging for Postpartum Depression Screening and Information Provision","year":2019,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Edinburgh Postnatal Depression Scale; Postpartum depression; Postpartum period; Depression (economics); Medicine; Text messaging; Mental health; Confidence interval; Obstetrics and gynaecology; Family medicine; Obstetrics; Psychiatry; Pregnancy; Depressive symptoms; Anxiety; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001241145,0.00009425815,0.0001719681,0.000137021,0.00005963964,0.00002452258,0.00004726556,0.00005642777,0.00001894272],"category_scores_gemma":[0.000006131262,0.00007476606,0.00003746036,0.0001012635,0.000006824294,0.0007818317,0.00003760514,0.00006528237,0.000009775563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007020891,"about_ca_system_score_gemma":0.00001630702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260045,"about_ca_topic_score_gemma":0.00000284974,"domain_scores_codex":[0.9992557,0.00001484756,0.0002902797,0.0001272612,0.0001585178,0.0001534445],"domain_scores_gemma":[0.999428,0.00007492622,0.0002006479,0.0001562185,0.00006356165,0.00007660592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374761,0.00005034135,0.9652769,0.02541591,0.00001924514,2.744779e-7,0.000481351,0.000009946846,0.0001901724,0.000325727,0.00002789248,0.006827477],"study_design_scores_gemma":[0.002536055,0.0005795009,0.9728972,0.003665503,0.00009420006,0.00003341946,0.0002787388,0.008192519,0.002981889,0.0001016181,0.008473616,0.0001657701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964745,0.001137576,0.0001975457,0.0004563914,0.0002771573,0.0008957138,0.00001482183,0.00003306758,0.0005132136],"genre_scores_gemma":[0.9937242,0.0002100305,0.005089642,0.0007494173,0.00003986886,0.00001892295,0.00004349981,0.000009412102,0.0001150408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217504,"threshold_uncertainty_score":0.3048871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410375084196368,"score_gpt":0.2773770335795,"score_spread":0.2632732827375363,"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."}}