{"id":"W2913822109","doi":"10.1192/bjp.2019.4","title":"High- versus low-intensity interventions for perinatal depression delivered by non-specialist primary maternal care providers in Nigeria: cluster randomised controlled trial (the EXPONATE trial)","year":2019,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Edinburgh Postnatal Depression Scale; Psychological intervention; Depression (economics); Breastfeeding; Odds ratio; Randomized controlled trial; Psychosocial; Cluster randomised controlled trial; Postpartum depression; Pediatrics; Psychiatry; Pregnancy; Anxiety; Depressive symptoms; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001070925,0.0001942629,0.0008905663,0.00006650299,0.0003195613,0.000164859,0.0003138549,0.0001197071,0.0001072534],"category_scores_gemma":[0.0001096838,0.0001313163,0.0007478449,0.00006346406,0.00007625685,0.0001898839,0.00006292692,0.000548272,0.000007558787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745503,"about_ca_system_score_gemma":0.0002256683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854265,"about_ca_topic_score_gemma":0.0003085145,"domain_scores_codex":[0.9975394,0.000297558,0.001237268,0.0002071531,0.000398683,0.0003199275],"domain_scores_gemma":[0.9983735,0.0002802353,0.0008001193,0.0002260346,0.0001928765,0.0001272255],"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":[0.9931846,0.0003450761,0.0008974356,0.001729726,0.0001972604,0.00004234204,0.0002695025,0.00001093491,0.00005830463,0.000005384986,0.00206037,0.001199063],"study_design_scores_gemma":[0.9777112,0.002795588,0.006157569,0.01152361,0.0002318883,0.0004762202,0.0005767499,0.00001849574,0.0001665884,0.00007533588,0.0001287941,0.0001379387],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700899,0.00570871,0.00006461258,0.001744689,0.01467571,0.007521926,0.000059637,0.00001056929,0.0001242121],"genre_scores_gemma":[0.9965263,0.0003950654,0.0002588007,0.0005494361,0.001407626,0.0002355489,0.00002936389,0.00003282978,0.0005650249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02643637,"threshold_uncertainty_score":0.5354922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025867832763598,"score_gpt":0.2783291034696216,"score_spread":0.2680704251419856,"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."}}