{"id":"W4306168189","doi":"10.2196/41401","title":"Clinical Utility of a Digital Therapeutic Intervention in Indian Patients With Type 2 Diabetes Mellitus: 12-Week Prospective Single-Arm Intervention Study","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Glycated hemoglobin; Type 2 Diabetes Mellitus; Internal medicine; Diabetes mellitus; Postprandial; Population; Type 2 diabetes; Prospective cohort study; Insulin resistance; Physical therapy; Insulin; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008008768,0.0002055311,0.0004701482,0.0003382853,0.0000676677,0.00005596376,0.0001692273,0.00005015949,0.000354302],"category_scores_gemma":[0.0001249205,0.0001821107,0.0001812236,0.000621107,0.000111753,0.0003472046,0.0001755565,0.0003201383,0.00001126534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643997,"about_ca_system_score_gemma":0.00003343466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009510417,"about_ca_topic_score_gemma":0.00002467061,"domain_scores_codex":[0.99777,0.0002508863,0.0007302281,0.0004523522,0.0004579091,0.0003385901],"domain_scores_gemma":[0.998919,0.0001176244,0.0003649229,0.0003551367,0.0001648365,0.00007855574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003463711,0.03798717,0.8678783,0.0002216789,0.0002955942,0.000001190361,0.001324809,0.000001136096,0.00001017761,0.000008483699,0.0000834141,0.09184171],"study_design_scores_gemma":[0.00428137,0.01831285,0.9726936,0.0001949651,0.0001532406,4.427954e-8,0.003326508,0.0000797325,0.000104601,0.0004955512,0.0001895625,0.000167992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960139,0.000278861,0.000001919669,0.00005421674,0.0003905038,0.002608968,0.00001968892,0.00005513925,0.0005768409],"genre_scores_gemma":[0.998955,0.000001797454,0.00001835415,0.00004822042,0.00004779588,0.00045255,0.000277536,0.00003229383,0.000166471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048153,"threshold_uncertainty_score":0.742626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148204437919234,"score_gpt":0.3149706447888851,"score_spread":0.2834886004096928,"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."}}