{"id":"W4387933794","doi":"10.1016/j.jcjd.2023.10.225","title":"A COMPARATIVE STUDY ON THE USE OF GLUCOSE-LOWERING AGENTS AS ADJUVANT THERAPY IN INDIVIDUALS WITH TYPE 1 DIABETES MELLITUS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 Diabetes Mellitus; Adjuvant therapy; Diabetes mellitus; Internal medicine; Adjuvant; Endocrinology; Chemotherapy","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":[0.001374501,0.0003167113,0.00088467,0.0006533605,0.0005219305,0.0004793123,0.0003195757,0.0007788727,0.002459152],"category_scores_gemma":[0.004035704,0.0002151126,0.001050942,0.001320049,0.0003064802,0.0006084446,0.0003975302,0.0005731305,0.0001706613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564404,"about_ca_system_score_gemma":0.0005902042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005567947,"about_ca_topic_score_gemma":0.00730618,"domain_scores_codex":[0.9988733,0.0006161698,0.0001703948,0.0001193947,0.0001151427,0.0001056],"domain_scores_gemma":[0.9977735,0.001069414,0.0004676922,0.0001053418,0.000266514,0.0003174614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2546059,0.01484997,0.6929377,0.001058318,0.004379285,0.0005451556,0.001423124,0.0001749452,0.002728647,0.0001518284,0.0002449253,0.02690023],"study_design_scores_gemma":[0.01126014,0.0832849,0.8973988,0.0001605735,0.004193521,0.0003776366,0.001695823,0.0002276401,0.0003917609,0.00008290981,0.0008815454,0.00004485776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986421,0.0007807198,0.00001805139,0.00001977744,0.0000148273,0.00002881615,0.00008132929,4.729024e-7,0.0004138153],"genre_scores_gemma":[0.9989421,0.0005488915,0.00006727513,0.00006487333,0.00002453619,0.00002759749,0.000171028,5.42389e-7,0.0001532319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005567947,"threshold_uncertainty_score":0.01107109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185849449868476,"score_gpt":0.3303360206650446,"score_spread":0.211751075678197,"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."}}