{"id":"W2107317419","doi":"10.2217/dmt.12.74","title":"Ask the Experts: Pediatric Type 1 diabetes: adjunctive therapies, celiac disease and the role of the primary care physician","year":2012,"lang":"en","type":"article","venue":"Diabetes Management","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ask price; Primary care; Disease; Intensive care medicine; Type 2 diabetes; Diabetes mellitus; Pediatrics; Primary care physician; Family medicine; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004284707,0.0002350479,0.0002881997,0.00008178251,0.0002452859,0.00004618114,0.0003518695,0.00002657434,0.00003576873],"category_scores_gemma":[0.00004854855,0.000106842,0.0002142279,0.0004330399,0.000333779,0.0001194344,0.000660456,0.0001452905,0.00001556296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014597,"about_ca_system_score_gemma":0.00004542015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009540268,"about_ca_topic_score_gemma":0.000001086784,"domain_scores_codex":[0.998001,0.0002118331,0.0002197579,0.0002652096,0.000703902,0.0005982539],"domain_scores_gemma":[0.9985115,0.0001459243,0.000118176,0.0008926391,0.0001105029,0.0002212374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009010811,0.001228425,0.6881523,0.003957567,0.002825289,0.000005122589,0.006224663,0.00001532296,0.0002997701,0.01515196,0.0220863,0.2591522],"study_design_scores_gemma":[0.003034852,0.0001383047,0.8093488,0.0001941642,0.002258605,5.821473e-8,0.00941044,0.0001332825,0.0003114414,0.001236999,0.1736517,0.0002813801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.761789,0.2076097,0.000004150226,0.002913368,0.0004098203,0.003898116,0.00004827976,0.00005789561,0.02326964],"genre_scores_gemma":[0.9906405,0.004602176,0.00001907548,0.003278027,0.0004121784,0.0004381779,0.00005478772,0.00003371215,0.0005213158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2588708,"threshold_uncertainty_score":0.4356891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005184992205515282,"score_gpt":0.2161581765211682,"score_spread":0.2109731843156529,"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."}}