{"id":"W2110750999","doi":"10.1177/193229681100500630","title":"Consensus Report: The Current Role of Self-Monitoring of Blood Glucose in Non-Insulin-Treated Type 2 Diabetes","year":2011,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Alberta","funders":"","keywords":"Blood Glucose Self-Monitoring; Type 2 diabetes; Insulin; Continuous glucose monitoring; Diabetes mellitus; Medicine; Self-monitoring; Type 1 diabetes; Blood glucose monitoring; Endocrinology; Internal medicine; Intensive care medicine; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1246532,0.002027927,0.006267722,0.005169938,0.003600124,0.009093962,0.01095908,0.0200236,0.007860149],"category_scores_gemma":[0.1895059,0.00153973,0.006068614,0.006506883,0.003062951,0.005869655,0.007142126,0.02378294,0.005926895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008001632,"about_ca_system_score_gemma":0.03253702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006732358,"about_ca_topic_score_gemma":0.005788172,"domain_scores_codex":[0.918055,0.03146899,0.023333,0.006351355,0.01813154,0.0026601],"domain_scores_gemma":[0.6617039,0.1108109,0.02034745,0.007304949,0.1776084,0.02222444],"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":[0.0002250698,0.00008710463,0.001423324,0.01519096,0.0005670858,0.000197567,0.0006444071,0.0002199889,0.0002850912,0.003114269,0.8303138,0.1477314],"study_design_scores_gemma":[0.0003758474,0.000163923,0.004890515,0.05464949,0.001073432,0.0005448776,0.001288617,0.0004347164,0.0004074318,0.009685955,0.926334,0.0001513194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008947649,0.165556,0.005145531,0.6457027,0.1718031,0.000843369,0.00244872,0.0001623586,0.007443525],"genre_scores_gemma":[0.02939303,0.384409,0.0538154,0.363515,0.1370531,0.005769751,0.01154658,0.0004460078,0.01405213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1246532,"threshold_uncertainty_score":0.6592369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634404669550342,"score_gpt":0.2781784270120723,"score_spread":0.2618343803165689,"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."}}