{"id":"W4296326255","doi":"10.1111/pedi.13418","title":"ISPAD Clinical Practice Consensus Guidelines 2022: Diabetes education in children and adolescents","year":2022,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; Diabetes Canada","funders":"","keywords":"Medicine; Family medicine; Clinical Practice; Consensus conference; MEDLINE; Diabetes mellitus; Medical education; Pediatrics; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469334,0.0002085918,0.0004199049,0.0005649968,0.0001657708,0.00005674193,0.0001930196,0.00007869436,0.0001974129],"category_scores_gemma":[0.003187842,0.0001985655,0.0001019211,0.0008303958,0.0001017917,0.0001184584,0.0005171334,0.0006330294,0.00004575389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007221881,"about_ca_system_score_gemma":0.0004543333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001861975,"about_ca_topic_score_gemma":0.00000156556,"domain_scores_codex":[0.9970666,0.0003751177,0.0007320796,0.0005552727,0.0006902338,0.0005807406],"domain_scores_gemma":[0.9985092,0.0004768086,0.0002216423,0.0003119421,0.0002472861,0.0002331429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003555172,0.0009825157,0.86979,0.000127066,0.00006338214,0.000004206856,0.00001455637,0.000003370016,0.0000191943,0.00002828929,0.06239904,0.06653281],"study_design_scores_gemma":[0.001990709,0.0003915949,0.9767609,0.00004181802,0.0003298944,0.000001746902,0.0002048402,0.0004223087,0.0000120197,0.0001570815,0.01944356,0.0002435738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790985,0.012913,4.080881e-7,0.004793274,0.0006048455,0.000944211,0.00002239839,0.00006636844,0.001556979],"genre_scores_gemma":[0.9902673,0.001320536,0.001035095,0.00295443,0.001479598,0.0001598644,0.0001440067,0.00004796589,0.002591215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069708,"threshold_uncertainty_score":0.8097268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224135130569696,"score_gpt":0.3726059107487206,"score_spread":0.350192397691751,"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."}}