{"id":"W1978874367","doi":"10.1001/archinternmed.2009.293","title":"The Diabetes Mellitus Medication Choice Decision Aid","year":2009,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Confidence interval; Randomized controlled trial; Pharmacy; Adverse effect; Internal medicine; Diabetes management; Physical therapy; Emergency medicine; Type 2 diabetes; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002935017,0.0001221705,0.0002774269,0.0001025148,0.00007727234,0.000005011981,0.0003606481,0.00003195067,0.0003197163],"category_scores_gemma":[0.001652246,0.00006636012,0.00007183551,0.0001359522,0.000455714,0.00004452919,0.00002782983,0.0002257856,0.00008830346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001223118,"about_ca_system_score_gemma":0.000050769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002986237,"about_ca_topic_score_gemma":0.000003141786,"domain_scores_codex":[0.9985173,0.00004240782,0.0005111443,0.0001976017,0.0005226518,0.0002089016],"domain_scores_gemma":[0.9977183,0.001325059,0.0002319897,0.0004538969,0.00006986032,0.0002008496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003515928,0.0001030634,0.02038449,0.00003675764,0.00005724963,0.000005238847,0.0003944943,7.284573e-7,0.01954013,0.002692718,0.01539521,0.9410383],"study_design_scores_gemma":[0.004719542,0.002897452,0.6642506,0.005276316,0.0001384077,0.00005235347,0.000396011,0.002593023,0.01497768,0.03299382,0.2715285,0.0001762992],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7127286,0.0201056,0.02804382,0.09180623,0.001188477,0.0008129926,0.000003483186,0.0001170935,0.1451938],"genre_scores_gemma":[0.9890096,0.002161919,0.001701443,0.00403815,0.0004897749,0.00001247237,0.000009220094,0.000007525101,0.002569924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9408621,"threshold_uncertainty_score":0.3500669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930770232142673,"score_gpt":0.3200895098261164,"score_spread":0.3007818075046896,"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."}}