{"id":"W4318586250","doi":"10.1371/journal.pgph.0001106","title":"The development and implementation of a community engagement strategy to improve maternal health in southern Mozambique","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Bill and Melinda Gates Foundation","keywords":"Psychological intervention; Preparedness; Community engagement; Context (archaeology); Medicine; Nursing; Community health; Health care; Environmental health; Public relations; Public health; Political science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.00333594,0.0001485935,0.00034744,0.000094114,0.0004070129,0.00004704883,0.0001612974,0.00003852181,0.00001365807],"category_scores_gemma":[0.00004740186,0.0001081101,0.00002498168,0.0004810874,0.00003431793,0.00005285632,0.0001829864,0.0002916654,0.00003271523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007824803,"about_ca_system_score_gemma":0.001870006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0264935,"about_ca_topic_score_gemma":0.02008848,"domain_scores_codex":[0.9973622,0.0005504266,0.0007903691,0.0001747953,0.0003724264,0.0007497736],"domain_scores_gemma":[0.9988198,0.00004992187,0.0002105581,0.0002445296,0.00009321719,0.0005819727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001806921,0.0005514499,0.3198687,0.002054789,0.0001298644,0.000006451675,0.02704272,0.000007277861,0.00008637617,0.006956123,0.003223975,0.6398915],"study_design_scores_gemma":[0.001273311,0.001080829,0.963023,0.0001436689,0.000002952532,0.000008681037,0.02832422,0.00003309191,0.00005476407,0.0006030141,0.005363681,0.00008877655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328045,0.0001061125,0.00002708526,0.0653533,0.00006366105,0.001205536,0.0001581139,0.00006288198,0.0002188144],"genre_scores_gemma":[0.9918937,0.0001563527,0.0002575656,0.007485942,0.00003321767,0.00006400773,0.00005297692,0.00001069654,0.00004553577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6431543,"threshold_uncertainty_score":0.9977924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090953743147061,"score_gpt":0.3766907052964564,"score_spread":0.2857369621493954,"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."}}