{"id":"W3088044093","doi":"10.2196/17405","title":"A Mobile Health Mindfulness Intervention for Women With Moderate to Moderately Severe Postpartum Depressive Symptoms: Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute; National Institute of Mental Health; National Institutes of Health; Kaiser Permanente","keywords":"Mindfulness; mHealth; Psychological intervention; Postpartum depression; Intervention (counseling); Clinical psychology; Depressive symptoms; Depression (economics); Medicine; Mobile apps; Psychology; Psychiatry; Pregnancy; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002869454,0.000665251,0.0007661288,0.0004812995,0.001040111,0.0005558878,0.0007229997,0.0008976122,0.00309594],"category_scores_gemma":[0.00291836,0.0006618312,0.0008158035,0.0002445698,0.0005647953,0.000664327,0.0007492904,0.0009322753,0.0004308028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969353,"about_ca_system_score_gemma":0.003557908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005072802,"about_ca_topic_score_gemma":0.01124845,"domain_scores_codex":[0.998916,0.0004735637,0.00009772082,0.0001151811,0.0001541121,0.0002433778],"domain_scores_gemma":[0.9989773,0.0003353259,0.0001229744,0.00008238124,0.0001811063,0.0003008757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07310057,0.4351365,0.08831124,0.005496219,0.0007611074,0.001616607,0.01233033,0.0004875535,0.02271844,0.0004294253,0.004263833,0.3553481],"study_design_scores_gemma":[0.09469369,0.6181567,0.2688304,0.0006411743,0.000793764,0.0005485018,0.007089959,0.0009059547,0.001745732,0.0002205513,0.006278265,0.00009532606],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978842,0.0002173317,0.0005361583,0.0002668361,0.00003905781,0.01890327,0.0002627385,0.00002267403,0.0009100016],"genre_scores_gemma":[0.9408501,0.0009187752,0.007469179,0.0007703106,0.00009643251,0.04847642,0.0003428906,0.00001005088,0.001065889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005072802,"threshold_uncertainty_score":0.01517534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244088674850062,"score_gpt":0.3594694513738104,"score_spread":0.3270285646253098,"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."}}