{"id":"W4387859958","doi":"10.5603/cd.95723","title":"Prevalence of Musculoskeletal Manifestations in Type 2 Diabetes: A Single Centre, Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Clinical Diabetology","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cross-sectional study; Type 2 diabetes; Outpatient clinic; Diabetes mellitus; Physical therapy; Internal medicine; Carpal tunnel syndrome; Physical examination; Overweight; Family history; Surgery; Obesity; Pathology","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":[0.0006112228,0.0001273106,0.0004417406,0.000192675,0.00003462123,0.000008570159,0.0001321193,0.0001641695,0.0005115277],"category_scores_gemma":[0.003745378,0.0001175075,0.0001977336,0.0005593037,0.000320392,0.00005630903,0.0001016574,0.0002191903,0.0002764009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002723979,"about_ca_system_score_gemma":0.0001075803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000679331,"about_ca_topic_score_gemma":0.00001858122,"domain_scores_codex":[0.9978983,0.0002197356,0.0008664075,0.0004248047,0.0002102766,0.0003805145],"domain_scores_gemma":[0.9975449,0.001635218,0.0001367961,0.0003326026,0.0001843282,0.0001661197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007992794,0.002471729,0.9955559,0.0002626113,0.00008101141,0.00005753351,0.00004153999,0.00001653202,0.00009254747,0.00008463948,0.0003632816,0.0008926985],"study_design_scores_gemma":[0.001956968,0.001475175,0.9953676,0.00004734501,0.00009606073,8.435276e-7,0.00008625578,0.0002562246,0.00002054869,0.0005360127,0.00005813183,0.00009878921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979192,0.0002484203,9.628237e-7,0.0001234303,0.0007145996,0.000477386,0.00003781129,0.00008452008,0.0003936594],"genre_scores_gemma":[0.9990829,0.00003876475,0.00006299894,0.0001459621,0.0001334857,0.00002822684,0.00006344106,0.00001845928,0.0004257814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003134156,"threshold_uncertainty_score":0.560087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187478497319799,"score_gpt":0.4251931522577935,"score_spread":0.3533183672845955,"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."}}