{"id":"W2168602960","doi":"10.1177/193229680900300628","title":"Health Technologies for Monitoring and Managing Diabetes: A Systematic Review","year":2009,"lang":"en","type":"review","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa; Lawson Health Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Diabetes mellitus; Medicine; Blood Glucose Self-Monitoring; MEDLINE; Intensive care medicine; Continuous glucose monitoring; Type 1 diabetes; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008535206,0.001572253,0.00735086,0.00966216,0.0007019787,0.00283207,0.002372531,0.002175249,0.005442247],"category_scores_gemma":[0.03585761,0.0008544449,0.005415749,0.01088078,0.0009742902,0.002593736,0.001363305,0.001384321,0.0004520758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003914805,"about_ca_system_score_gemma":0.01246043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006759415,"about_ca_topic_score_gemma":0.02047483,"domain_scores_codex":[0.9926423,0.003050218,0.00220223,0.0003426982,0.001539846,0.0002226572],"domain_scores_gemma":[0.9727112,0.02015954,0.004346102,0.0002530252,0.002179216,0.0003509054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001195609,0.0000192572,0.0003643997,0.9502751,0.003552264,0.00008750319,0.0001616421,0.0000738642,0.00007232924,0.0002052795,0.001936976,0.0431319],"study_design_scores_gemma":[0.00017563,0.0001444775,0.00169625,0.9558135,0.0253234,0.0002576284,0.000217369,0.00007629672,0.0001000136,0.0002105973,0.01596334,0.00002149049],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003737769,0.9984854,0.0001062129,0.00023486,0.00008821557,0.000316848,0.0001545247,0.000006597233,0.0002335335],"genre_scores_gemma":[0.004417816,0.9938887,0.0005821281,0.0003578961,0.00004654287,0.0005305422,0.00009646133,0.000002206513,0.0000776844],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00966216,"threshold_uncertainty_score":0.04513901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202030884432495,"score_gpt":0.3844982919803809,"score_spread":0.3424779831360559,"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."}}