{"id":"W2143123261","doi":"10.1186/1745-6215-15-131","title":"The process of developing and implementing a telephone-based peer support program for postpartum depression: evidence from two randomized controlled trials","year":2014,"lang":"en","type":"article","venue":"Trials","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Peer support; Postpartum depression; Intervention (counseling); Edinburgh Postnatal Depression Scale; Childbirth; Breastfeeding; Peer group; Nursing; Physical therapy; Family medicine; Psychiatry; Pregnancy; Anxiety; Pediatrics; Psychology; Depressive symptoms; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05890581,0.0002452934,0.004466267,0.00007288651,0.0002690018,0.0000829222,0.0001436325,0.00008277341,0.00006908266],"category_scores_gemma":[0.06268276,0.0001210109,0.000582326,0.00007623598,0.0001072965,0.00008216585,0.00004056844,0.0001098578,0.000002160485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280553,"about_ca_system_score_gemma":0.0003526929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082919,"about_ca_topic_score_gemma":0.00002095654,"domain_scores_codex":[0.9925452,0.002842195,0.003287692,0.0003347563,0.0005460139,0.0004440756],"domain_scores_gemma":[0.950876,0.04594265,0.002306526,0.0002863032,0.0004382153,0.000150337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9525554,0.00009899587,0.008292081,0.004268479,0.0007244545,0.000003515653,0.0006387226,0.000002883956,0.001763165,0.0002498219,0.0001627978,0.03123964],"study_design_scores_gemma":[0.8208262,0.0007809752,0.001236981,0.01608457,0.002350559,0.000009955655,0.0001107574,0.001611876,0.1525466,0.00228886,0.001881831,0.0002708794],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432821,0.006689125,0.004967025,0.008026057,0.001058621,0.03561759,0.00007422139,0.0001261208,0.0001590954],"genre_scores_gemma":[0.9875495,0.00033199,0.006066959,0.0003538517,0.0005793301,0.004776093,0.00004587508,0.00002638796,0.0002699885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1507834,"threshold_uncertainty_score":0.9690545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057711876966323,"score_gpt":0.4604889138082392,"score_spread":0.3547177261116069,"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."}}