{"id":"W3083858293","doi":"10.1016/j.jad.2020.09.001","title":"Efficacy of learning through play plus intervention to reduce maternal depression in women with malnourished children: A randomized controlled trial from Pakistan✰","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"British Council","keywords":"Depression (economics); Edinburgh Postnatal Depression Scale; Medicine; Randomized controlled trial; Quality of life (healthcare); Intervention (counseling); Malnutrition; Pediatrics; Psychiatry; Depressive symptoms; Internal medicine; Anxiety","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":[0.0007490229,0.0001944166,0.001570084,0.0001319305,0.00003980209,0.00001783222,0.0001073752,0.00007177499,0.0001076289],"category_scores_gemma":[0.0005784361,0.0001259807,0.0002802882,0.000167159,0.00005216675,0.0001451406,0.00003373679,0.000464466,0.000002512298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583129,"about_ca_system_score_gemma":0.00009058262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004792405,"about_ca_topic_score_gemma":0.00001996707,"domain_scores_codex":[0.9975173,0.000690088,0.0009630241,0.00019871,0.000398237,0.0002326148],"domain_scores_gemma":[0.9981859,0.0005208966,0.0009394927,0.00008133394,0.00008226328,0.0001900966],"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":[0.9699997,0.000357843,0.01767976,0.0002307815,0.0004897875,0.00003547407,0.008684987,0.00076024,0.0003017613,0.000002902932,0.000008505447,0.001448256],"study_design_scores_gemma":[0.8684719,0.005613236,0.1171106,0.005532176,0.0001720033,0.00001945345,0.000773924,0.00007508873,0.002073283,0.00004836411,0.000005546567,0.0001044759],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936622,0.0007151475,0.001338895,0.0005084922,0.0002287087,0.003384828,0.000004465384,0.00001177362,0.0001454951],"genre_scores_gemma":[0.9991391,0.0001499184,0.0002434877,0.0001523029,0.0001661021,0.00009706756,0.000003467282,0.00002282871,0.00002574472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015278,"threshold_uncertainty_score":0.5137346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007555768144781652,"score_gpt":0.3007854737740204,"score_spread":0.2932297056292388,"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."}}