{"id":"W4414740829","doi":"10.1093/clinchem/hvaf086.486","title":"B-088 Stability Assessment of Hormones and Tumor Markers: Can We Ensure High-Quality Patient Results Despite Operational Challenges?","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health PEI","funders":"","keywords":"Analyte; Carcinoembryonic antigen; Staffing; Referral; Volunteer; Parathyroid hormone; Thyroid disease; Clinical Practice","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":[0.02228337,0.0006055104,0.001084499,0.0008063114,0.0009929958,0.005154183,0.001704113,0.002712047,0.005516547],"category_scores_gemma":[0.03086505,0.0003650509,0.0004555825,0.0006923098,0.00206515,0.002512621,0.00154484,0.002246625,0.005236641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544946,"about_ca_system_score_gemma":0.003714131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223179,"about_ca_topic_score_gemma":0.001836717,"domain_scores_codex":[0.9925689,0.003421054,0.0007374334,0.0004903,0.002387506,0.0003947945],"domain_scores_gemma":[0.9743022,0.005426398,0.003422611,0.001914203,0.01308209,0.001852523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004099121,0.0008144343,0.0758164,0.002043742,0.0002703963,0.001135285,0.001279174,0.002106619,0.07752457,0.01103156,0.10277,0.7211087],"study_design_scores_gemma":[0.0009647954,0.01087365,0.1106647,0.005093153,0.0006015526,0.008075591,0.005111585,0.02189514,0.122708,0.03875422,0.6747584,0.000499298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.340048,0.1199777,0.1727269,0.2896504,0.009774368,0.001518713,0.001856975,0.005003877,0.05944318],"genre_scores_gemma":[0.769034,0.02115106,0.1628326,0.02768533,0.003286149,0.001121552,0.001558142,0.0009856042,0.0123455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02228337,"threshold_uncertainty_score":0.1178471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979264698475401,"score_gpt":0.3867245218562342,"score_spread":0.3269318748714802,"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."}}