{"id":"W4387080015","doi":"10.1093/clinchem/hvad097.613","title":"B-293 Non-renal Sources of Erythropoietin: Complications for Interpreting Erythropoietin Assays","year":2023,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; University of Guelph","funders":"","keywords":"Erythropoietin; Medicine; Kidney; Internal medicine; Hematocrit; Endocrinology; Hypoxia (environmental); Ventricle; Hypoxia-inducible factors; Anemia; Biology; Chemistry","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":[0.0007599862,0.0002684952,0.0007117429,0.00004273644,0.0001563316,0.00001848418,0.0002363369,0.0003260314,0.0002842853],"category_scores_gemma":[0.001245504,0.0002349201,0.0006422905,0.0003121376,0.0007149338,0.00002979616,0.0001674071,0.0004099332,0.0001444735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000576004,"about_ca_system_score_gemma":0.0001765465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009044073,"about_ca_topic_score_gemma":8.688993e-7,"domain_scores_codex":[0.997515,0.00003558337,0.001132862,0.0005938843,0.0002904493,0.0004321817],"domain_scores_gemma":[0.9971112,0.001315506,0.0003652619,0.0006553002,0.0002595176,0.0002931884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009383287,0.003713764,0.6096222,0.00365523,0.001045037,0.0001040191,0.0007707309,0.00003577971,0.08658874,0.0001890164,0.2719246,0.02141246],"study_design_scores_gemma":[0.02465756,0.003201773,0.09432748,0.005732859,0.00179345,0.0004112126,0.008658157,0.008598658,0.6602189,0.001899547,0.1884703,0.002030109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710161,0.0001736897,0.0005938114,0.01509368,0.0002224489,0.0005731544,0.0001042875,0.0002945022,0.01192831],"genre_scores_gemma":[0.988789,0.0002109329,0.005087023,0.0004181379,0.0006058089,0.0001299006,0.0004107184,0.00006229173,0.004286222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5736302,"threshold_uncertainty_score":0.9579763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577449470893886,"score_gpt":0.3966819477045597,"score_spread":0.3389370006151711,"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."}}