{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01329151,0.0006236302,0.0003132161,0.0009221947,0.002741922,0.001349819,0.0009061892,0.000884354,0.002668862],"category_scores_gemma":[0.01057783,0.000357662,0.0005021383,0.0007527493,0.001133383,0.0008436418,0.003217273,0.001413101,0.0002468482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008079998,"about_ca_system_score_gemma":0.04782397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1043754,"about_ca_topic_score_gemma":0.2026983,"domain_scores_codex":[0.9953343,0.002933683,0.0001375227,0.0001818061,0.0002979027,0.001114713],"domain_scores_gemma":[0.9955717,0.00132309,0.0005110202,0.0001741689,0.001049897,0.001370086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001409308,0.003891409,0.1179882,0.006074536,0.0002709659,0.003420781,0.08192161,0.005194798,0.01992334,0.006873181,0.01397117,0.7390607],"study_design_scores_gemma":[0.003282894,0.01707046,0.6852174,0.006280293,0.0005082886,0.0007480299,0.06380484,0.007789442,0.006538551,0.004654201,0.2038706,0.000235105],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898043,0.002705782,0.01996157,0.02321007,0.0001923196,0.03744761,0.0008024364,0.0003556071,0.02552033],"genre_scores_gemma":[0.9304392,0.001147978,0.0418577,0.002290109,0.00004227604,0.01925341,0.0004082086,0.00002386957,0.004537323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043754,"threshold_uncertainty_score":0.2075357,"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."}}