{"id":"W4377966762","doi":"10.2196/46050","title":"The Promising Success of Project Extension for Community Healthcare Outcomes (ECHO) Diabetes: Case Series","year":2023,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; International Society for Pediatric and Adolescent Diabetes; National Institutes of Health; Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Diabetes mellitus; Medicine; Glycemic; Diabetes management; Family medicine; Health care; Type 2 diabetes; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126356,0.0001895813,0.0004035468,0.0002031872,0.0006679762,0.00007240906,0.0001766653,0.00007923096,0.000004592675],"category_scores_gemma":[0.0006104427,0.0001285025,0.0001502832,0.0005778662,0.0001513067,0.0002235846,0.0001300153,0.0002156849,0.000008950729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005198734,"about_ca_system_score_gemma":0.00009033932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007212637,"about_ca_topic_score_gemma":0.00008106474,"domain_scores_codex":[0.9984948,0.0001682071,0.0003912908,0.0002017675,0.0002190917,0.0005248284],"domain_scores_gemma":[0.9979025,0.0009188899,0.0001918278,0.000637093,0.000274154,0.00007555962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006589072,0.0002783779,0.9371167,0.003756752,0.0002014743,0.000007848015,0.003135955,0.00000204225,0.001741443,0.0002164655,0.01021462,0.0432624],"study_design_scores_gemma":[0.002277826,0.001807608,0.949042,0.001172288,0.0003255223,0.000007084314,0.01762956,0.001352999,0.01299496,0.002699685,0.01020099,0.0004895447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99029,0.0002186814,8.969417e-7,0.006044338,0.0004088054,0.002541198,0.00003184031,0.0002136996,0.0002504744],"genre_scores_gemma":[0.996878,0.00003602749,0.0001763416,0.0003346054,0.00009986646,0.0009756223,0.0001857175,0.00004099391,0.00127281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04277286,"threshold_uncertainty_score":0.5240179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06922220706246537,"score_gpt":0.3794584079497821,"score_spread":0.3102362008873167,"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."}}