{"id":"W2151627140","doi":"10.2337/db12-0647","title":"The Artificial Pancreas","year":2012,"lang":"en","type":"letter","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Artificial pancreas; Pancreas; Medicine; Internal medicine; Endocrinology; Diabetes mellitus; Type 1 diabetes","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071356,0.0007780545,0.0008373907,0.0004332249,0.0008053753,0.002840965,0.000920393,0.008134159,0.005416378],"category_scores_gemma":[0.006143647,0.0002618523,0.0009195099,0.00032998,0.0018959,0.002782412,0.0008577323,0.01643536,0.004170365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424461,"about_ca_system_score_gemma":0.0008081279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003807287,"about_ca_topic_score_gemma":0.000666505,"domain_scores_codex":[0.9987772,0.0004830081,0.0001277026,0.0001729996,0.0003452435,0.00009370122],"domain_scores_gemma":[0.998562,0.0008033562,0.0001236958,0.000133196,0.0001729465,0.0002047593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003294632,0.0001151434,0.001933954,0.0004985626,0.000113628,0.03670781,0.00009969836,0.0002568275,0.001159845,0.02638713,0.7496389,0.182759],"study_design_scores_gemma":[0.0001015574,0.0001417041,0.0007122896,0.0004629892,0.00003468014,0.07628515,0.00008379467,0.0002984204,0.0005262739,0.01241809,0.9089115,0.000023527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004655881,0.1274813,0.004564326,0.6947904,0.08352727,0.00004729183,0.0000895538,0.0002570661,0.08458688],"genre_scores_gemma":[0.07192678,0.1025865,0.005004085,0.5420457,0.2026555,0.0001977513,0.0001962543,0.00008324299,0.07530424],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.008134159,"threshold_uncertainty_score":0.01811951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194722013088003,"score_gpt":0.2816014854725835,"score_spread":0.2496542653417034,"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."}}