{"version":"1.0","provider_name":"Ovia Health","provider_url":"https:\/\/www.oviahealth.com","title":"Using machine learning to detect risk for perinatal mental health conditions - Ovia Health","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"LD7nZrspnl\"><a href=\"https:\/\/www.oviahealth.com\/blog\/using-machine-learning-to-detect-risk-for-perinatal-mental-health-conditions\/\">Using machine learning to detect risk for perinatal mental health conditions<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.oviahealth.com\/blog\/using-machine-learning-to-detect-risk-for-perinatal-mental-health-conditions\/embed\/#?secret=LD7nZrspnl\" width=\"600\" height=\"338\" title=\"&#8220;Using machine learning to detect risk for perinatal mental health conditions&#8221; &#8212; Ovia Health\" data-secret=\"LD7nZrspnl\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","thumbnail_url":"https:\/\/www.oviahealth.com\/wp-content\/uploads\/2021\/03\/Word-cloud-e1616788244606.png","thumbnail_width":627,"thumbnail_height":297,"description":"Posts to an anonymous digital health platform may help assess depression risk among pregnant women Published: American Journal of Obstetrics &amp; Gynecology Authors: Danielle Bradley, Erin Landau, Adam Wolfberg, Alex Baron Leveraging the millions of questions and comments posted to Ovia Health\u2019s Community, our research team used machine learning to identify trends in depression risk [&hellip;]"}