{"id":"W4231786413","doi":"10.2196/preprints.18555","title":"Multilingual Global E-Learning Pediatric Endocrinology and Diabetes Curriculum for Front Line Health Care Providers in Resource-Limited Countries: Development Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Medical education; World Wide Web; Computer science; E learning; Promotion (chess); Resource (disambiguation); Library science; Medicine; Psychology; The Internet; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004974722,0.0006154845,0.0004407062,0.000987028,0.0008300162,0.001468492,0.0006514147,0.0005329215,0.007272596],"category_scores_gemma":[0.005192407,0.000333863,0.000514336,0.001183249,0.0005466208,0.001208851,0.002119843,0.000666608,0.000969158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002815616,"about_ca_system_score_gemma":0.007360207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432976,"about_ca_topic_score_gemma":0.009156743,"domain_scores_codex":[0.9985638,0.0006204916,0.00007563736,0.0001437221,0.0001786133,0.0004177899],"domain_scores_gemma":[0.9965101,0.001074934,0.0002478619,0.0001302466,0.0007792395,0.001257657],"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":[0.004022339,0.06929524,0.2948064,0.005182642,0.0001734124,0.003044255,0.06304901,0.003063509,0.005972283,0.005333933,0.01899875,0.5270582],"study_design_scores_gemma":[0.001928155,0.02436264,0.8312795,0.001353219,0.0001920382,0.000833359,0.08552616,0.001661516,0.004009553,0.0004739291,0.04827724,0.0001026438],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920394,0.0001547865,0.0003243262,0.0002559095,0.00001628675,0.001521454,0.0005140625,0.00002083691,0.005152965],"genre_scores_gemma":[0.986258,0.0007029017,0.004565852,0.0002984382,0.00001657069,0.002739373,0.001390637,0.00002216879,0.004006045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007432976,"threshold_uncertainty_score":0.02630919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186285461006747,"score_gpt":0.419473854357955,"score_spread":0.3776109997478876,"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."}}