{"id":"W3009349925","doi":"","title":"Continuous Subcutaneous Insulin Infusion (CSII) Pumps for Type 1 and Type 2 Adult Diabetic Populations: An Evidence-Based Analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Type 1 diabetes; Insulin pump; Type (biology); Continuous glucose monitoring; Insulin; Type 2 diabetes; Internal medicine; Endocrinology; Diabetes mellitus; Biology","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":[0.04436873,0.00150304,0.002806737,0.007967183,0.0005446159,0.003077304,0.001029513,0.001595579,0.004693048],"category_scores_gemma":[0.07002419,0.000963825,0.007842291,0.009489397,0.000540306,0.001628839,0.001281054,0.002233485,0.0005972391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005581241,"about_ca_system_score_gemma":0.01403513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009234976,"about_ca_topic_score_gemma":0.02417464,"domain_scores_codex":[0.960661,0.01771241,0.007875154,0.001029508,0.01218602,0.0005358724],"domain_scores_gemma":[0.9541109,0.02611519,0.01079091,0.0007376893,0.007562909,0.00068235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006255805,0.0003441418,0.02167603,0.3406622,0.0324343,0.0002282593,0.0002767218,0.0008163816,0.0004023155,0.002962301,0.03550041,0.5584413],"study_design_scores_gemma":[0.007728673,0.004352429,0.1337006,0.487231,0.208149,0.00100993,0.0008497835,0.001286782,0.00164782,0.004050771,0.1497839,0.0002093454],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004243725,0.9812647,0.001173666,0.00405686,0.0005199554,0.001762553,0.003686152,0.00002199899,0.003270401],"genre_scores_gemma":[0.09040273,0.8881661,0.00993382,0.002857841,0.0004259924,0.002770346,0.004467221,0.00002690802,0.0009490018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04436873,"threshold_uncertainty_score":0.2346471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0903716695534083,"score_gpt":0.3315178177289668,"score_spread":0.2411461481755585,"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."}}