{"id":"W4413818070","doi":"10.2196/65116","title":"Developing a Health Education Program for the Prevention and Control of Infectious Diseases Culturally Adapted to Ethnic and Rural Communities: Co-Design Study Using Participatory Audiovisual Methods","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sistema General de Regalías de Colombia","keywords":"Ethnic group; Qualitative research; Sanitation; Qualitative property; Medical education; Health education; Medicine; Psychology; Public health; Nursing; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01965798,0.0009409725,0.0008897091,0.001554994,0.003353814,0.001828824,0.001548417,0.001419037,0.003453266],"category_scores_gemma":[0.01376967,0.0006775154,0.001127805,0.0008099654,0.001643211,0.001220397,0.00294153,0.001157808,0.0003209353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003464061,"about_ca_system_score_gemma":0.01150004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264109,"about_ca_topic_score_gemma":0.003787697,"domain_scores_codex":[0.9815879,0.01414901,0.0006171997,0.001242103,0.0009019241,0.001501803],"domain_scores_gemma":[0.9880337,0.007057596,0.0006919192,0.0007505853,0.00163332,0.001832819],"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":[0.007786144,0.1459135,0.04919375,0.01174606,0.0004303053,0.002750622,0.2100512,0.004983334,0.03243322,0.005566921,0.002093378,0.5270515],"study_design_scores_gemma":[0.02787951,0.2477296,0.1550011,0.003910376,0.001873058,0.001603531,0.4008732,0.0108237,0.04433671,0.006207853,0.09932571,0.0004356929],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315226,0.0003385021,0.01654183,0.000413092,0.00008952026,0.0466717,0.0001248497,0.00005552654,0.004242412],"genre_scores_gemma":[0.8465677,0.0005360778,0.08901796,0.0004579867,0.00005978467,0.06092802,0.0001215547,0.00002761165,0.002283383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01965798,"threshold_uncertainty_score":0.1039626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7014909404885484,"score_gpt":0.7175225481171409,"score_spread":0.01603160762859246,"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."}}