{"id":"W2787750768","doi":"10.2196/mhealth.9482","title":"Digital Peer-Support Platform (7Cups) as an Adjunct Treatment for Women With Postpartum Depression: Feasibility, Acceptability, and Preliminary Efficacy Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mood; Edinburgh Postnatal Depression Scale; mHealth; Depression (economics); Postpartum depression; Randomized controlled trial; Adjunct; Peer support; Physical therapy; Clinical psychology; Pregnancy; Anxiety; Psychiatry; Depressive symptoms; Psychological intervention","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":[0.004553889,0.0005339968,0.0007532724,0.0005126543,0.0005999397,0.0005360418,0.0006477472,0.0007056005,0.004014804],"category_scores_gemma":[0.008446645,0.0003149843,0.0009767741,0.0003318989,0.0005442727,0.0007723821,0.0007160293,0.0009192781,0.0003586193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088426,"about_ca_system_score_gemma":0.001347908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058882,"about_ca_topic_score_gemma":0.001719647,"domain_scores_codex":[0.9953772,0.003080504,0.0003076955,0.0002792679,0.0006905716,0.0002647889],"domain_scores_gemma":[0.9962276,0.001938256,0.0005790268,0.0002920487,0.0004693195,0.0004936852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1723181,0.3056639,0.05101779,0.003626954,0.001108437,0.0005043512,0.003156985,0.0005230947,0.0103321,0.0003081365,0.001366804,0.4500734],"study_design_scores_gemma":[0.05361357,0.8766249,0.06122831,0.0002856476,0.0006486801,0.000179928,0.001576149,0.001172469,0.002621385,0.0001209657,0.001892874,0.00003499859],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947411,0.0001745667,0.000332348,0.00009324251,0.00003713316,0.003989415,0.0001053496,0.00001745922,0.0005094734],"genre_scores_gemma":[0.9866741,0.000598575,0.003690297,0.0001109282,0.0000842869,0.008221125,0.0001287539,0.000006677987,0.0004852551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004553889,"threshold_uncertainty_score":0.02408355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07037151965292857,"score_gpt":0.4093755299739008,"score_spread":0.3390040103209723,"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."}}