{"id":"W2075226367","doi":"10.1002/pdi.1051","title":"The artificial pancreas: making headway","year":2007,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Diabetes Management and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial pancreas; Insulin delivery; Medicine; Continuous glucose monitoring; Insulin pump; Insulin; Pancreas; Blood Glucose Self-Monitoring; Diabetes mellitus; Type 1 diabetes; Internal medicine; Glycemic; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007391043,0.0008852055,0.0007997962,0.001397791,0.001134386,0.008523298,0.001912597,0.005938516,0.01453839],"category_scores_gemma":[0.007887711,0.0004682585,0.0006546638,0.0007780197,0.005890882,0.01310169,0.006324054,0.008260742,0.006661332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149563,"about_ca_system_score_gemma":0.002958946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009736625,"about_ca_topic_score_gemma":0.0009081781,"domain_scores_codex":[0.9963782,0.001024901,0.0002059519,0.000448988,0.001618793,0.0003230538],"domain_scores_gemma":[0.9955989,0.001489275,0.0002379278,0.0004045234,0.001117994,0.001151286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001985467,0.00009282782,0.0005455315,0.001050307,0.000032616,0.0003588368,0.0006320364,0.0007661879,0.001935238,0.2338693,0.1509351,0.6095833],"study_design_scores_gemma":[0.00001419457,0.0001014786,0.0001938822,0.0006021691,0.000007332218,0.0003920355,0.0002140897,0.0002815267,0.0008455339,0.04356043,0.9537629,0.00002448914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005845518,0.4902528,0.07641762,0.2553521,0.04650853,0.0001431508,0.000233951,0.001665683,0.1235806],"genre_scores_gemma":[0.08808102,0.621524,0.07312843,0.075736,0.03070211,0.0002958013,0.0006021849,0.0009629569,0.1089675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01453839,"threshold_uncertainty_score":0.04863572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05197964122617818,"score_gpt":0.4200830507103138,"score_spread":0.3681034094841357,"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."}}