{"id":"W4403776897","doi":"10.1016/j.ajp.2024.104290","title":"Effectiveness of a package of community-based mental healthcare services to address perinatal mental disorders in Bangladesh: A cluster-randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental health; Randomized controlled trial; Mental health care; Medicine; Cluster randomised controlled trial; Psychiatry; Cluster (spacecraft); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800774,0.002631038,0.006453576,0.0007518228,0.001074267,0.001420133,0.002023055,0.002706025,0.01100601],"category_scores_gemma":[0.004376145,0.001427327,0.004171473,0.0009439334,0.002022721,0.002115528,0.001317795,0.004002967,0.001041557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662755,"about_ca_system_score_gemma":0.002605099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007764789,"about_ca_topic_score_gemma":0.008938665,"domain_scores_codex":[0.9976502,0.001043022,0.0002740328,0.0005201186,0.000154384,0.0003583303],"domain_scores_gemma":[0.9975661,0.0007034172,0.0005603937,0.0002116872,0.0001844074,0.0007740378],"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":[0.984745,0.005935968,0.0002971576,0.001124739,0.001972053,0.00001554796,0.00005258031,0.0002259839,0.000254697,0.00005827224,0.0002206665,0.005097304],"study_design_scores_gemma":[0.9683629,0.02872526,0.0009472405,0.00009286605,0.001254828,0.000005111965,0.00003618956,0.0002951741,0.00006532211,0.00008563352,0.0001134594,0.0000160984],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735399,0.005787191,0.001479397,0.001002344,0.001092505,0.01382501,0.001341559,0.0002342929,0.001697797],"genre_scores_gemma":[0.9774349,0.002322153,0.003520604,0.0007155851,0.0003739772,0.01294959,0.0006593831,0.00002157519,0.002002131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100601,"threshold_uncertainty_score":0.03681874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009656957617855242,"score_gpt":0.3185676735862937,"score_spread":0.3089107159684384,"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."}}