{"id":"W3095215493","doi":"10.2196/18555","title":"Multilingual Global E-Learning Pediatric Endocrinology and Diabetes Curriculum for Front Line Health Care Providers in Resource-Limited Countries: Development Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Society for Paediatric Endocrinology; International Society for Pediatric and Adolescent Diabetes; Eli Lilly and Company","keywords":"Curriculum; Medical education; E learning; Swahili; Computer science; World Wide Web; Medicine; Multimedia; The Internet; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004607112,0.0006577868,0.0003989089,0.001200495,0.0005960112,0.001202156,0.000615439,0.0004487463,0.004392175],"category_scores_gemma":[0.004767695,0.0002743995,0.0004326698,0.001331919,0.0004532704,0.0009202658,0.002029067,0.0005389985,0.0005438456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135481,"about_ca_system_score_gemma":0.007636379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004350306,"about_ca_topic_score_gemma":0.005884147,"domain_scores_codex":[0.9983678,0.000789351,0.0000842564,0.0001325174,0.0002141044,0.0004119711],"domain_scores_gemma":[0.9971527,0.0007486297,0.0002855684,0.0001058005,0.000712525,0.0009947956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002340473,0.03079233,0.2135365,0.007846426,0.0001723403,0.003985673,0.02842121,0.002330249,0.005928212,0.004378353,0.008773002,0.6914952],"study_design_scores_gemma":[0.001913117,0.02190748,0.8132891,0.004706724,0.0004019552,0.002698825,0.06400449,0.001929336,0.006112312,0.0005913991,0.08232718,0.0001181117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.988386,0.000880856,0.0006849016,0.0003339506,0.00001703997,0.002047603,0.0005547425,0.00002529222,0.007069569],"genre_scores_gemma":[0.9846712,0.002000456,0.00779056,0.0003469941,0.00001262583,0.001967631,0.001133515,0.00001830238,0.002058703],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004607112,"threshold_uncertainty_score":0.02436501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372055793464274,"score_gpt":0.4110140637661425,"score_spread":0.3672935058314998,"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."}}