{"id":"W3137017671","doi":"10.1016/j.dsx.2021.03.011","title":"Glycemic improvement with a novel interim intervention technique using retrospective professional continuous glucose monitoring (GLITTER study): A study from Mumbai, India","year":2021,"lang":"en","type":"article","venue":"Diabetes & Metabolic Syndrome Clinical Research & Reviews","topic":"Diabetes Management and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Abbott Diabetes Care","keywords":"Interim; Glycemic; Interim analysis; Medicine; Hypoglycemia; Retrospective cohort study; Insulin; Internal medicine; Randomized controlled trial","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":[0.001411438,0.0009333347,0.001169241,0.0006263251,0.0008649239,0.001333527,0.0008389417,0.0007084848,0.001594605],"category_scores_gemma":[0.001483117,0.0007839429,0.001236348,0.00143124,0.0009626743,0.0005392876,0.0007081031,0.001667031,0.0004886425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008932992,"about_ca_system_score_gemma":0.001781237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698216,"about_ca_topic_score_gemma":0.01928297,"domain_scores_codex":[0.9989643,0.0003502752,0.00007843127,0.0001824267,0.0001819047,0.0002424902],"domain_scores_gemma":[0.9988639,0.0002406831,0.0002500266,0.000200966,0.0001412079,0.0003032008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08137962,0.0340843,0.7887319,0.0009762567,0.003268484,0.001744403,0.005262561,0.0004719428,0.01315108,0.0003493058,0.001841036,0.06873933],"study_design_scores_gemma":[0.006236135,0.02598651,0.9624365,0.0000603925,0.001348811,0.0006225897,0.001580605,0.0002275964,0.0005807838,0.00004816771,0.0007869261,0.00008491171],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984035,0.0003410817,0.0001234176,0.00008230487,0.00002058662,0.0001262531,0.0001688329,0.00001233676,0.0007217141],"genre_scores_gemma":[0.9980167,0.0004249457,0.0003749988,0.0002304959,0.00004365287,0.000109217,0.000292538,0.000009225704,0.0004981047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698216,"threshold_uncertainty_score":0.03376663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520929393451969,"score_gpt":0.4874956936670155,"score_spread":0.3354027543218187,"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."}}