{"id":"W4416724968","doi":"10.56294/saludcyt20262540","title":"Real-World Effectiveness of Oral Hypoglycemic Agents in Young Adults with Type 2 Diabetes in Northern Chile","year":2025,"lang":"","type":"article","venue":"Salud Ciencia y Tecnología","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Glycemic; Type 2 diabetes; Body mass index; Type 2 Diabetes Mellitus; Dyslipidemia; Metformin; Overweight; Young adult; Diabetes mellitus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002056938,0.0004770309,0.001138141,0.002550182,0.00009503379,0.00003769537,0.0007723017,0.0002711159,0.000128068],"category_scores_gemma":[0.0005365572,0.0003911614,0.0001173028,0.006950406,0.0007535972,0.0002072298,0.000502596,0.0008636283,0.00006611316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006693206,"about_ca_system_score_gemma":0.0006703536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997971,"about_ca_topic_score_gemma":0.04003158,"domain_scores_codex":[0.9955374,0.0005412415,0.000798502,0.0009874068,0.0007494449,0.001386026],"domain_scores_gemma":[0.9981281,0.0003821994,0.000225619,0.0008247393,0.0003055956,0.0001337614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00233435,0.001089222,0.9697643,0.002023112,0.0002206651,0.00008054313,0.000290599,0.000124663,0.004241263,0.0001961492,0.00006317992,0.01957197],"study_design_scores_gemma":[0.007709624,0.001641937,0.9751025,0.00683765,0.0001391465,3.110375e-7,0.0004512708,0.001781707,0.005535493,0.0003610784,0.00009795009,0.0003412809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619297,0.0009857866,0.000002873785,0.0001148064,0.0005922266,0.00227196,0.00001024978,0.00005798322,0.03403436],"genre_scores_gemma":[0.9969316,0.0003788463,0.00005522963,0.00004208281,0.00003645241,0.0001214129,0.00004738364,0.00004628776,0.002340708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03803361,"threshold_uncertainty_score":0.999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348507706124521,"score_gpt":0.2931070144153314,"score_spread":0.2796219373540862,"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."}}