{"id":"W2781802550","doi":"10.1177/1932296817750166","title":"Pump Users Clamor for Faster Insulin: Is Fast-Acting Insulin Aspart Ready for Them?","year":2018,"lang":"en","type":"letter","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin aspart; Medicine; Insulin pump; Insulin; Diabetes mellitus; Intensive care medicine; Type 1 diabetes; Internal medicine; Endocrinology; Hypoglycemia","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":[0.001507989,0.0005748919,0.001031184,0.0005060643,0.001669277,0.001788441,0.0008880469,0.01640207,0.00431934],"category_scores_gemma":[0.01291785,0.000359737,0.0007400862,0.0005385266,0.001603101,0.003694499,0.0005757627,0.02137773,0.005236879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190873,"about_ca_system_score_gemma":0.001083872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029316,"about_ca_topic_score_gemma":0.002512796,"domain_scores_codex":[0.9985992,0.0004780433,0.0002407809,0.0001653543,0.0003717426,0.0001447498],"domain_scores_gemma":[0.996191,0.002002629,0.0003464292,0.0001398857,0.0007869895,0.0005330219],"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":[0.0001957392,0.0001488394,0.00472503,0.0001373107,0.0000316506,0.02122831,0.0003828021,0.00007675374,0.0005699582,0.004007969,0.9123849,0.05611063],"study_design_scores_gemma":[0.0004458291,0.0004418353,0.004811335,0.0008047091,0.00007097383,0.07863103,0.001579686,0.001008258,0.0007747611,0.01814694,0.8931673,0.0001174062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0017079,0.002626563,0.0002314716,0.9813697,0.0112449,0.00001412038,0.00003197418,0.00004332684,0.002730111],"genre_scores_gemma":[0.01461682,0.005194514,0.0006249416,0.9254759,0.04873662,0.00003684287,0.00004359347,0.00003117798,0.005239506],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01640207,"threshold_uncertainty_score":0.01589596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746126284801062,"score_gpt":0.3239458923086043,"score_spread":0.2664846294605936,"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."}}