{"id":"W4303859023","doi":"10.14740/jem811","title":"Rheumatological and Musculoskeletal Complications in Diabetes Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Insulin; Type 2 diabetes; Glycemic; Endocrinology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001100196,0.00006779359,0.0002878076,0.0001554712,0.00008997981,0.000003042438,0.00003858734,0.00002286818,0.00004116641],"category_scores_gemma":[0.00005640321,0.00005050666,0.00004501345,0.00006417338,0.00005668326,0.00004011596,0.00006910944,0.000215072,5.763658e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001292573,"about_ca_system_score_gemma":0.00001851028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003700317,"about_ca_topic_score_gemma":8.391395e-7,"domain_scores_codex":[0.9993421,0.00009624685,0.0002232198,0.00009043659,0.00009475942,0.000153259],"domain_scores_gemma":[0.9996587,0.00006392829,0.0001097364,0.00005856857,0.00003808271,0.00007100735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006967408,0.0006318825,0.9688097,0.00001579872,0.0001237021,0.0001026182,0.0001245475,0.000001621879,0.0007285945,0.01180945,0.0001387462,0.01744371],"study_design_scores_gemma":[0.00333913,0.0003393476,0.9843381,0.000007698372,0.00008524594,0.0004390304,0.00009268453,0.00001218338,0.00007553569,0.002220765,0.009007906,0.00004235512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946977,0.003806929,0.0000103089,0.001056858,0.0001390704,0.00009320604,0.00000520943,0.000003930656,0.0001867762],"genre_scores_gemma":[0.9984082,0.0005376568,0.0006961038,0.000296698,0.00001453714,0.00001304534,0.000004130286,0.00000390985,0.00002572985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01740135,"threshold_uncertainty_score":0.2059602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128612524413839,"score_gpt":0.2728177955125907,"score_spread":0.2599565430712068,"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."}}