{"id":"W4386704613","doi":"10.2196/49115","title":"Impact on Knowledge, Competence, and Performance of a Faculty-Led Web-Based Educational Activity for Type 2 Diabetes and Obesity: Questionnaire Study Among Health Care Professionals and Analysis of Anonymized Patient Records","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of South Florida; Florida Department of Health; Eli Lilly and Company","keywords":"Competence (human resources); Medicine; Accreditation; Glycemic; Type 2 diabetes; Multidisciplinary approach; Family medicine; Medical education; Diabetes mellitus; Psychology","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":[0.008304179,0.0002776514,0.0003922154,0.001321875,0.0004613556,0.0008117217,0.000377641,0.0005172394,0.001395455],"category_scores_gemma":[0.02709043,0.0002149095,0.0007043905,0.0007644632,0.0004978813,0.0006565011,0.001313985,0.0006137164,0.0003693751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176591,"about_ca_system_score_gemma":0.001567057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025468,"about_ca_topic_score_gemma":0.002953618,"domain_scores_codex":[0.9940265,0.002810363,0.0006202612,0.0005433158,0.001313178,0.0006863722],"domain_scores_gemma":[0.9745641,0.01146037,0.006273802,0.0008816979,0.002771691,0.004048381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003383328,0.001978975,0.9756073,0.00006016597,0.00006915227,0.00006459035,0.002468101,0.0002525306,0.0003656163,0.00001362393,0.0003197938,0.01846174],"study_design_scores_gemma":[0.00003902108,0.001584882,0.9958693,0.00001717087,0.00002091811,0.00006959497,0.001199935,0.0005808264,0.0002800941,0.00001004817,0.000316652,0.00001152183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992698,0.00002300612,0.00008215457,0.00005909217,0.000002844675,0.00008446967,0.0001640845,0.000007282335,0.0003073547],"genre_scores_gemma":[0.9989748,0.00003766129,0.0004282899,0.00004616171,0.000008025941,0.0001142051,0.0002114726,0.000002609825,0.0001767975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008304179,"threshold_uncertainty_score":0.04391724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202961832737149,"score_gpt":0.5665654120699898,"score_spread":0.4462692287962749,"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."}}