{"id":"W4411175644","doi":"10.2196/64051","title":"Community Health Worker Diabetes Prevention Awareness Training in an Immersive Virtual World Environment: Mixed Methods Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Virtual world; Training (meteorology); Medical education; Computer science; Mixed reality; Human–computer interaction; Psychology; Applied psychology; Virtual reality; Medicine","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":[0.009442402,0.0009501355,0.0009516272,0.001048725,0.002558869,0.001150987,0.001323613,0.001145741,0.003315705],"category_scores_gemma":[0.006256986,0.0008251687,0.0009557373,0.0006656868,0.0009067415,0.001026075,0.001541344,0.001083923,0.0005249022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170202,"about_ca_system_score_gemma":0.00442565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004448189,"about_ca_topic_score_gemma":0.009199738,"domain_scores_codex":[0.9952955,0.002593867,0.0003256732,0.0004738054,0.0006283708,0.0006828399],"domain_scores_gemma":[0.9943027,0.002460397,0.0005229301,0.0005550335,0.00124695,0.0009119087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01221954,0.4006727,0.1965414,0.003727634,0.000510757,0.001764964,0.1181779,0.001300857,0.01911417,0.0008209012,0.002372033,0.242777],"study_design_scores_gemma":[0.01246039,0.5132687,0.3148216,0.001026558,0.000660146,0.0006035996,0.1359608,0.002802984,0.006922429,0.0008129512,0.01044213,0.0002177448],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891048,0.00007473619,0.0009811625,0.00006878576,0.00002064726,0.008890364,0.0001332104,0.00001496467,0.0007113204],"genre_scores_gemma":[0.9567416,0.000378233,0.01038652,0.0005797202,0.00006636191,0.03010143,0.0002251889,0.00001165324,0.001509244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009442402,"threshold_uncertainty_score":0.04993683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921773287773655,"score_gpt":0.5195364205521567,"score_spread":0.3273590917747912,"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."}}