{"id":"W4281741899","doi":"10.2337/db22-706-p","title":"706-P: CGM Disruption: A Common Phenomenon","year":2022,"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":"Medicine; Glycemic; Hypoglycemia; Diabetes mellitus; Adverse effect; Blood Glucose Self-Monitoring; Continuous glucose monitoring; Intensive care medicine; Emergency medicine; Surgery; Internal medicine; 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":[0.001046073,0.0001943892,0.0002120499,0.0007139702,0.0008904104,0.0009032363,0.000505791,0.0008389245,0.01167082],"category_scores_gemma":[0.003786474,0.0001239995,0.0003395254,0.001596759,0.0004789136,0.000791839,0.00103873,0.0009765574,0.001809049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005079923,"about_ca_system_score_gemma":0.0005774125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600435,"about_ca_topic_score_gemma":0.002743054,"domain_scores_codex":[0.9984774,0.0003133091,0.0001905472,0.000263484,0.0005242969,0.0002308704],"domain_scores_gemma":[0.9945439,0.00106582,0.002932719,0.0002678899,0.000630921,0.0005587092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002812552,0.0002145289,0.8974664,0.0003812127,0.00005462837,0.002892733,0.002926078,0.00008271915,0.001663827,0.0005564218,0.01733507,0.07614516],"study_design_scores_gemma":[0.000006915219,0.0001758325,0.9692152,0.0002456548,0.00002971189,0.01267988,0.004306542,0.0001973964,0.0006408567,0.0002336876,0.01225,0.00001838678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804832,0.001427296,0.001380458,0.002642276,0.00009986377,0.00008748542,0.001718459,0.0001485792,0.01201245],"genre_scores_gemma":[0.9950749,0.0007944841,0.0004892306,0.0009548168,0.000095418,0.00004966374,0.0006380281,0.00002404877,0.001879481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167082,"threshold_uncertainty_score":0.03904283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139965085275904,"score_gpt":0.2926373596389684,"score_spread":0.2712377087862093,"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."}}