{"id":"W2799847465","doi":"10.14740/jh411w","title":"Prevalence of Anemia in Type 2 Diabetic Patients","year":2018,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anemia; Glycemic; Glycated hemoglobin; Diabetes mellitus; Type 2 diabetes; Internal medicine; Hemoglobin; Population; Gastroenterology; Endocrinology","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":[0.0001006469,0.00005566818,0.0002884498,0.00009983128,0.000008390372,8.324275e-7,0.00005266808,0.00005930665,0.0002814806],"category_scores_gemma":[0.0001622914,0.00003886839,0.00004323288,0.00009091548,0.0001201272,0.00002371231,0.00001423201,0.0001032233,0.00002030614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003174831,"about_ca_system_score_gemma":0.00007392409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002692244,"about_ca_topic_score_gemma":0.000001582599,"domain_scores_codex":[0.999322,0.00003004085,0.0003610432,0.00005815177,0.0001206852,0.0001080966],"domain_scores_gemma":[0.9993297,0.0000501363,0.0002249513,0.00009323838,0.000250616,0.00005138433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002002765,0.0004342353,0.9953148,0.0003144788,0.00001951618,0.0001031612,0.0002041464,1.541467e-7,0.0007786342,0.0001795538,0.001708552,0.0007424889],"study_design_scores_gemma":[0.005092502,0.006757232,0.9384871,0.001052619,0.0001522158,0.001496108,0.0001181213,0.000009644247,0.045507,0.0003618453,0.0008798022,0.00008584771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972472,0.0008182632,0.000002959347,0.0005101116,0.0002261528,0.00005948072,5.631925e-7,0.000001962168,0.001133335],"genre_scores_gemma":[0.9984256,0.0001886127,0.001090245,0.00009292072,0.00005100738,3.512422e-7,4.312913e-7,0.000004276046,0.0001465446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05682774,"threshold_uncertainty_score":0.3082016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243490013968823,"score_gpt":0.2879486998487369,"score_spread":0.2755137997090487,"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."}}