{"id":"W3172962300","doi":"10.2337/db19-98-lb","title":"98-LB: Efficacy and Clinical Considerations of Flash Glucose Monitoring among Canadian Adults with Diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Medicine; Diabetes mellitus; Blood Glucose Self-Monitoring; Emergency medicine; Continuous glucose monitoring; Endocrinology","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":[0.002052768,0.0003847037,0.0007425757,0.0006923912,0.001845086,0.001111499,0.00100193,0.0006597919,0.00236779],"category_scores_gemma":[0.009481547,0.0001811108,0.0007417533,0.002013414,0.0003758502,0.0005500425,0.0005611264,0.0006892423,0.0002297362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366452,"about_ca_system_score_gemma":0.01721368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9110035,"about_ca_topic_score_gemma":0.9341086,"domain_scores_codex":[0.9983094,0.0002209873,0.000122789,0.0001684905,0.0009241462,0.000254275],"domain_scores_gemma":[0.9968225,0.0004352089,0.0005332022,0.00007461732,0.001428207,0.0007063215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007338104,0.001583255,0.7931339,0.0008425688,0.000303231,0.0001962007,0.001669341,0.0002179138,0.0005861567,0.0002148822,0.005987641,0.1879269],"study_design_scores_gemma":[0.0003748937,0.00190613,0.9902819,0.0003145545,0.0003363272,0.0001610951,0.001283675,0.0006283668,0.0001900412,0.00004641304,0.004424517,0.00005199709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756272,0.006362115,0.0001343292,0.001924615,0.00007701846,0.0003231904,0.002080184,0.00003148076,0.01343984],"genre_scores_gemma":[0.9943432,0.002249018,0.0007172807,0.0006390642,0.00004322148,0.00007492163,0.001033273,0.000006915252,0.0008932064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08899647,"threshold_uncertainty_score":0.1790411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690170375696803,"score_gpt":0.2876796680996611,"score_spread":0.2707779643426931,"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."}}