{"id":"W4414741041","doi":"10.1093/clinchem/hvaf086.106","title":"A-108 Evaluation of hemoglobin interference thresholds for chemical urinalysis panels","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health PEI","funders":"","keywords":"Dipstick; Urinalysis; Urine; Hemoglobin; Bloody; Hematocrit; Urine collection device","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001027269,0.00009726594,0.0003004954,0.00002138145,0.00003548056,0.000005758508,0.0001606742,0.0003927438,0.001477945],"category_scores_gemma":[0.002974257,0.00008678639,0.0001952363,0.0001433323,0.0002435497,0.00002503078,0.00006604881,0.0001788336,0.00002581617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003152066,"about_ca_system_score_gemma":0.0001503018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002016241,"about_ca_topic_score_gemma":4.55177e-7,"domain_scores_codex":[0.9988096,0.00009553117,0.0006247571,0.0002815475,0.00005543705,0.0001331688],"domain_scores_gemma":[0.9987972,0.0004270751,0.0001508758,0.0002602116,0.0003378121,0.00002685683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007326562,0.0009439406,0.03525539,0.0005574074,0.0004802272,2.949516e-7,0.00005745949,0.000008316983,0.8732988,0.0007327219,0.01055585,0.0773769],"study_design_scores_gemma":[0.003759131,0.00006058791,0.003225063,0.0001613718,0.000502243,0.000004549151,0.0001240833,0.0005906597,0.9809846,0.002164642,0.008274582,0.0001485002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838523,0.0004235427,0.004657811,0.000323083,0.0005179737,0.0002071466,0.00001862524,0.00003607701,0.009963442],"genre_scores_gemma":[0.9975768,0.00002293815,0.00004470544,0.0002145621,0.00004246738,0.00004527196,0.00021812,0.000004079198,0.001831105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076858,"threshold_uncertainty_score":0.9994348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07609129470552513,"score_gpt":0.412186885987074,"score_spread":0.3360955912815489,"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."}}