{"id":"W2116142692","doi":"10.4021/jem.v1i4.50","title":"Which Is the Best Treatment for Diabetes Complicated With Severe Obesity, Intensive Insulin Therapy or Basal Supported Oral Therapy or Glucagon-Like Peptide-1 Analog?","year":2011,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Insulin; Diabetes mellitus; Basal (medicine); Internal medicine; Glucagon-like peptide-1; Endocrinology; Type 2 diabetes","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517415,0.001085829,0.007324342,0.001900448,0.002177027,0.002418124,0.001442052,0.00430115,0.009285386],"category_scores_gemma":[0.003671068,0.0004725496,0.003001067,0.001214093,0.001214437,0.004277557,0.0008848335,0.006479632,0.002594174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023971,"about_ca_system_score_gemma":0.003289143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825269,"about_ca_topic_score_gemma":0.007328667,"domain_scores_codex":[0.9991573,0.0001865134,0.0001862393,0.0001430769,0.000151338,0.0001754473],"domain_scores_gemma":[0.9976224,0.0005762715,0.0003807722,0.00006058287,0.0003451613,0.001014802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00990561,0.003829765,0.0381288,0.00713819,0.002060419,0.007381685,0.000280772,0.002385378,0.003745704,0.005349746,0.1510671,0.7687269],"study_design_scores_gemma":[0.01803469,0.01376665,0.1899325,0.06564324,0.01106482,0.05019565,0.01117396,0.007449347,0.009366851,0.1096416,0.5117841,0.001946708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04408814,0.6182057,0.01027442,0.2872419,0.01449497,0.0003267472,0.001349297,0.000571297,0.02344749],"genre_scores_gemma":[0.2723258,0.4972969,0.03886183,0.1238635,0.05063591,0.0009734004,0.00272231,0.0003484516,0.01297177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009285386,"threshold_uncertainty_score":0.03106272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658209794851546,"score_gpt":0.2998162705609941,"score_spread":0.2339952910758395,"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."}}