{"id":"W4410050911","doi":"10.1093/clinchem/hvaf026","title":"Autoverified Chocolate-Colored Plasma Samples","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Colored; Food science; Chromatography; Chemistry; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000439334,0.0006020353,0.0004522076,0.001330454,0.0004985031,0.00069111,0.0005811947,0.001019824,0.007784163],"category_scores_gemma":[0.001730964,0.0001860776,0.0002984398,0.0007563168,0.0002377543,0.0003186922,0.0003794963,0.0008953511,0.002922174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767137,"about_ca_system_score_gemma":0.0003515115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160157,"about_ca_topic_score_gemma":0.001299588,"domain_scores_codex":[0.9993113,0.0001117731,0.00006700464,0.0001410116,0.0003110285,0.00005795291],"domain_scores_gemma":[0.9994416,0.0001302141,0.00005703471,0.00006212731,0.0002515403,0.00005746133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00436837,0.001711818,0.1069212,0.002752476,0.0003013066,0.1204629,0.00347267,0.001035858,0.3878069,0.002538584,0.1065276,0.2621003],"study_design_scores_gemma":[0.0003507489,0.003433246,0.188576,0.001596997,0.0002680944,0.2227597,0.002673797,0.003037208,0.1767883,0.0032583,0.3970522,0.0002054501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7466016,0.05840734,0.04558825,0.02184048,0.004093263,0.004486203,0.03162909,0.003709298,0.08364451],"genre_scores_gemma":[0.8838223,0.01300736,0.03293634,0.01275493,0.001052078,0.0009546535,0.01586064,0.0004025208,0.03920909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007784163,"threshold_uncertainty_score":0.02604061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684845030916995,"score_gpt":0.3591906637847441,"score_spread":0.3223422134755742,"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."}}