{"id":"W4289060076","doi":"","title":"Flash Glucose Monitoring System for People with Type 1 or Type 2 Diabetes: A Health Technology Assessment.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Flash (photography); Continuous glucose monitoring; Medicine; Type 1 diabetes; Diabetes mellitus; Computer science; Endocrinology; Art","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":[0.03580674,0.001250027,0.004260031,0.01352568,0.0009617281,0.004466474,0.002150916,0.003104017,0.004979193],"category_scores_gemma":[0.1153529,0.001021806,0.00921108,0.01284766,0.0008335178,0.004104536,0.003413702,0.002981063,0.0007887115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01797329,"about_ca_system_score_gemma":0.03263334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05849917,"about_ca_topic_score_gemma":0.09527654,"domain_scores_codex":[0.9638955,0.01157567,0.00903306,0.001140258,0.01364197,0.0007135043],"domain_scores_gemma":[0.9165973,0.03582854,0.02171652,0.001246103,0.02310213,0.001509471],"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":[0.001068669,0.0001358391,0.008073296,0.4690908,0.006998663,0.0001220899,0.0006575686,0.0003152711,0.0003774532,0.001376124,0.02144679,0.4903373],"study_design_scores_gemma":[0.001963282,0.001494319,0.04503985,0.8064886,0.04083204,0.0004674424,0.0005873923,0.0006538549,0.0005595657,0.001538761,0.1002017,0.0001732902],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002949358,0.9756085,0.0007897685,0.008798464,0.0006153175,0.00319561,0.003574688,0.00007642841,0.004391835],"genre_scores_gemma":[0.0550165,0.9109157,0.01335383,0.008880704,0.0006684865,0.006507034,0.003521887,0.00003019879,0.001105694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05849917,"threshold_uncertainty_score":0.1893663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186885463093841,"score_gpt":0.3121990995193456,"score_spread":0.2803302448884072,"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."}}