{"id":"W2948644793","doi":"10.2337/db19-1257-p","title":"1257-P: Quality Improvement Project to Increase Insulin Pump Use in Pediatric Type 1 Diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin pump; Medicine; Type 1 diabetes; PDCA; Diabetes mellitus; Population; Certification; Quality management; Pediatrics; Endocrinology; Operations management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01653032,0.0006917142,0.0003910825,0.001186288,0.001582753,0.001994192,0.001953542,0.0008043637,0.01217474],"category_scores_gemma":[0.01958112,0.0003720344,0.000837993,0.001599154,0.0006024474,0.00143252,0.005402514,0.002793537,0.001697604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004264734,"about_ca_system_score_gemma":0.03255416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604125,"about_ca_topic_score_gemma":0.0161143,"domain_scores_codex":[0.9907581,0.004549196,0.0005804555,0.0005936276,0.00226476,0.00125388],"domain_scores_gemma":[0.9747487,0.002913973,0.003062961,0.001344417,0.004872801,0.01305708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007653039,0.007016782,0.1351399,0.00153741,0.0002351165,0.0001319488,0.001572774,0.001067877,0.0007866134,0.001720461,0.2334004,0.6166254],"study_design_scores_gemma":[0.004474646,0.008237641,0.8438882,0.003336214,0.0002356886,0.000350061,0.003758641,0.004763927,0.001605445,0.001199774,0.1280862,0.00006364851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6348896,0.006019623,0.0336913,0.1337466,0.005032788,0.03714395,0.03422091,0.007868676,0.1073865],"genre_scores_gemma":[0.7315232,0.005183576,0.1742301,0.02387549,0.001118622,0.02762354,0.0206744,0.0006274108,0.01514363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01653032,"threshold_uncertainty_score":0.08742172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386860338071975,"score_gpt":0.320263471933269,"score_spread":0.2863948685525493,"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."}}