{"id":"W1975828888","doi":"10.1089/152091501750220055","title":"Accuracy of Glucose Meter Use in Gestational Diabetes","year":2001,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital","funders":"","keywords":"Medicine; Gestational diabetes; Glucose meter; Diabetes mellitus; Reference range; Gestational age; Statistics; Gestation; Internal medicine; Pregnancy; Endocrinology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01210043,0.0002669242,0.0006692832,0.001680735,0.0003960533,0.0009672905,0.001074632,0.000680808,0.0006798899],"category_scores_gemma":[0.07672009,0.0002916953,0.000514828,0.003590529,0.000632717,0.000884855,0.0007823354,0.001178032,0.0002668277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007393992,"about_ca_system_score_gemma":0.0004419745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004253323,"about_ca_topic_score_gemma":0.003061986,"domain_scores_codex":[0.9778203,0.008639703,0.004644523,0.001487179,0.006858959,0.0005493796],"domain_scores_gemma":[0.9237971,0.04486789,0.01822359,0.007449106,0.005176396,0.0004858584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008460457,0.000009286143,0.9886487,0.00005048684,0.00003626931,0.0002326605,0.0001887766,0.0002001289,0.0002011039,0.00008330044,0.0002403403,0.0100244],"study_design_scores_gemma":[0.000006727407,0.000236555,0.9833593,0.0001369391,0.0001035454,0.006803752,0.0003274502,0.003469225,0.002661201,0.0003375705,0.002538397,0.00001929387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705386,0.009211198,0.01212492,0.001103945,0.0003117183,0.00008597936,0.001027368,0.0001523263,0.005443919],"genre_scores_gemma":[0.9949985,0.0007453938,0.00351764,0.0001698185,0.00005788136,0.00001932556,0.0002772271,0.00002518587,0.0001890593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01210043,"threshold_uncertainty_score":0.06399393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650520991329639,"score_gpt":0.3116206398010171,"score_spread":0.2751154298877207,"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."}}