{"id":"W3194748132","doi":"10.3310/nihropenres.1115159.1","title":"MUMS 4 MUMS: structured telephone peer support for women experiencingpostnatal depression. Pilot and exploratory RCT of its clinical and cost effectiveness","year":2021,"lang":"en","type":"report","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mashhad University of Medical Sciences","keywords":"Peer support; Psychological intervention; Randomized controlled trial; Edinburgh Postnatal Depression Scale; Depression (economics); Medicine; Coping (psychology); Intervention (counseling); Family medicine; Psychology; Depressive symptoms; Psychiatry; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004557109,0.0008088031,0.001089464,0.0009336006,0.0006323725,0.0007030432,0.001575556,0.002052485,0.02604769],"category_scores_gemma":[0.01031596,0.0005958919,0.001749235,0.000613602,0.0007971423,0.001021404,0.002389342,0.001698524,0.0009701516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589932,"about_ca_system_score_gemma":0.003172577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005632548,"about_ca_topic_score_gemma":0.007122626,"domain_scores_codex":[0.9961789,0.002752251,0.0002101089,0.000154859,0.0003977209,0.0003063046],"domain_scores_gemma":[0.9969369,0.001336127,0.0006556812,0.0001887535,0.0001774891,0.0007051567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4020377,0.05273204,0.005542841,0.0358877,0.002134046,0.000614834,0.002358327,0.002154491,0.00425063,0.002605411,0.02352072,0.4661613],"study_design_scores_gemma":[0.6992082,0.2494125,0.02407783,0.004642805,0.001277289,0.000175749,0.001440026,0.0007548013,0.001245394,0.0007202824,0.01696709,0.00007814428],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8458209,0.006498022,0.001340426,0.005615226,0.001140269,0.113843,0.006441791,0.0003026568,0.01899767],"genre_scores_gemma":[0.8234948,0.005390254,0.01077061,0.002110765,0.0006570097,0.1469331,0.002173704,0.00003502543,0.008434704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604769,"threshold_uncertainty_score":0.08713818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108791906754293,"score_gpt":0.4165804578769766,"score_spread":0.3077885511226837,"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."}}