{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00605967,0.0003958879,0.0003137615,0.0007817291,0.0003980985,0.0008415763,0.0006595137,0.0005982977,0.004916061],"category_scores_gemma":[0.02582025,0.0001641858,0.0003307929,0.0004133449,0.0001562083,0.0008520721,0.0008041928,0.0004278127,0.001057419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003734758,"about_ca_system_score_gemma":0.0006357066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006751598,"about_ca_topic_score_gemma":0.0005277817,"domain_scores_codex":[0.9946672,0.003488682,0.000356293,0.0002606968,0.0009891639,0.0002380286],"domain_scores_gemma":[0.9847472,0.01080395,0.002629253,0.0004736532,0.0007598466,0.0005861914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004464463,0.005636134,0.08418173,0.003354039,0.0002348186,0.0004518174,0.003444043,0.0003493786,0.006578012,0.0002110235,0.005500227,0.8855944],"study_design_scores_gemma":[0.005908949,0.08413211,0.7853709,0.01006853,0.002470484,0.003602626,0.008567533,0.01268778,0.01947184,0.001538525,0.06585082,0.0003299019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739731,0.004160783,0.004562306,0.002399003,0.0004067407,0.002128742,0.0004347052,0.0004060472,0.01152868],"genre_scores_gemma":[0.9804128,0.002118653,0.0130915,0.0007367702,0.0003858999,0.001382642,0.0002614142,0.00002329568,0.001587024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00605967,"threshold_uncertainty_score":0.03204703,"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."}}