{"id":"W2900301493","doi":"10.1371/journal.pone.0205673","title":"Nuestras Historias- Designing a novel digital story intervention through participatory methods to improve maternal and child health in the Peruvian Amazon","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Research on Women's Health; Fogarty International Center; NIH Office of the Director; National Institute of General Medical Sciences; National Institute of Mental Health; National Institutes of Health; Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica; Grand Challenges Canada","keywords":"Photovoice; Psychological intervention; Community-based participatory research; Digital storytelling; Medicine; Participatory action research; Thematic analysis; Narrative; Intervention (counseling); Medical education; Nursing; Family medicine; Psychology; Qualitative research; Sociology; Pedagogy; Social science; Visual arts","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034686,0.0001393439,0.0002772693,0.0001054163,0.0006097803,0.0002151286,0.0003486501,0.0000778488,0.00004432484],"category_scores_gemma":[0.003210221,0.000121276,0.00005098293,0.0003253735,0.0005044077,0.0005451976,0.0001036841,0.0003684519,0.00003597042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026815,"about_ca_system_score_gemma":0.0002066527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574208,"about_ca_topic_score_gemma":0.001144213,"domain_scores_codex":[0.9951086,0.002823601,0.0003334917,0.0003706518,0.000665185,0.0006984644],"domain_scores_gemma":[0.9987128,0.0005148389,0.0001299106,0.0002469279,0.0001090317,0.0002864987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006676452,0.006729373,0.05645335,0.0005458881,0.0004038303,0.00002107544,0.6657076,0.000002284092,0.08068216,0.01633183,0.00111192,0.1713431],"study_design_scores_gemma":[0.007385696,0.01446695,0.5792567,0.006021384,0.0004106075,0.00001236898,0.0839099,0.00208909,0.154522,0.01387119,0.1350249,0.003029259],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966166,0.0004308023,0.02605985,0.0031075,0.0002523914,0.0009652176,0.00001518633,0.00006833162,0.002934733],"genre_scores_gemma":[0.9521357,0.00002627235,0.04624889,0.000585084,0.0006084592,0.0001755334,9.271818e-7,0.00002140248,0.0001976948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5817977,"threshold_uncertainty_score":0.4945491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6004142393696392,"score_gpt":0.589117411864174,"score_spread":0.01129682750546523,"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."}}