{"id":"W4383683887","doi":"10.58931/cdet.2023.117","title":"Type 2 diabetes remission: An overview","year":2023,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Diet and metabolism studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Type 2 diabetes; Diabetes mellitus; Focus (optics); Disease; Medicine; Clinical Practice; Intensive care medicine; Psychology; Family medicine; Internal medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001768581,0.0002810124,0.0006139147,0.0005229687,0.0002323661,0.00002331525,0.0002236247,0.0001501564,0.0009047259],"category_scores_gemma":[0.000382374,0.0002522173,0.0001171644,0.0008290985,0.000199517,0.0001160806,0.00008617528,0.0002901963,0.001331881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010611,"about_ca_system_score_gemma":0.0004410533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479891,"about_ca_topic_score_gemma":0.005882847,"domain_scores_codex":[0.9973507,0.00007851668,0.00027264,0.0004823881,0.0001672504,0.001648486],"domain_scores_gemma":[0.9981121,0.00009273403,0.00005021762,0.0006038109,0.0001565374,0.0009845559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001551165,0.00006244692,0.6479409,0.000213403,0.0003905573,0.00046243,0.0004646587,0.000002302349,0.006602153,0.005379677,0.2441998,0.09426618],"study_design_scores_gemma":[0.00043448,0.0001892734,0.3755637,0.00006968154,0.0001249018,0.000003473518,0.0001249038,0.00002805421,0.001366401,0.0006088302,0.6212674,0.0002189402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547925,0.01900799,5.033639e-8,0.007414578,0.001767048,0.00029017,0.0000354268,0.0003736854,0.01631855],"genre_scores_gemma":[0.975859,0.00513013,0.000126617,0.007531951,0.0006910229,0.00008112611,0.0002602377,0.00007751593,0.01024236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770676,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04982030185471996,"score_gpt":0.3083932723942143,"score_spread":0.2585729705394943,"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."}}