{"id":"W2077404015","doi":"10.2515/therapie/2013063","title":"Clinically Relevant Efficacy of Insulin Therapy in Patients with Type 2 Diabetes","year":2013,"lang":"en","type":"letter","venue":"Therapies","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Type 2 diabetes; Medicine; Insulin; Internal medicine; Diabetes mellitus; Endocrinology","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":[0.0001278022,0.0003294826,0.0007935772,0.0002198925,0.00001537101,0.00001717426,0.0001675591,0.0002848714,0.0003606865],"category_scores_gemma":[0.00003350293,0.0002014268,0.0001091209,0.00019482,0.0001369699,0.0000530325,0.00003730905,0.0004976367,0.0001021753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004229457,"about_ca_system_score_gemma":0.00004798594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001659243,"about_ca_topic_score_gemma":9.710939e-7,"domain_scores_codex":[0.9984007,0.00007575213,0.0004807237,0.0003227154,0.0003850988,0.0003350441],"domain_scores_gemma":[0.9987677,0.0002199181,0.0002654508,0.0005469671,0.00016462,0.00003534611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001508599,0.001988157,0.5145609,0.000373742,0.002828962,0.00003188611,0.0008232926,0.000001018969,0.00003939762,0.00001155249,0.3193817,0.1584508],"study_design_scores_gemma":[0.01166694,0.008332793,0.661481,0.0007186917,0.0002042416,6.104821e-8,0.00001842633,0.000002049555,0.00007276388,0.0001069843,0.317068,0.0003281446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500097,0.001902996,2.648806e-7,0.04525705,0.0001693572,0.001467293,0.000008502152,0.00005386299,0.001130975],"genre_scores_gemma":[0.6117691,0.004771509,0.001353191,0.3728028,0.001002096,0.0001951477,0.001441633,0.0002601558,0.006404351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3382406,"threshold_uncertainty_score":0.8213945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611377797794818,"score_gpt":0.2517154360785867,"score_spread":0.2356016581006385,"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."}}