{"id":"W1866454189","doi":"10.1373/clinchem.2015.243055","title":"Transference and Validation of Reference Intervals","year":2015,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reference values; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00167215,0.0002287963,0.001125411,0.00001507819,0.00001508962,0.00002073376,0.0001752181,0.001619351,0.0004055334],"category_scores_gemma":[0.00590711,0.0001917517,0.0002094661,0.00007670232,0.0003374115,0.0000605504,0.0000615082,0.002944234,0.00002233778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002267856,"about_ca_system_score_gemma":0.0004077567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007794654,"about_ca_topic_score_gemma":3.660641e-7,"domain_scores_codex":[0.9972017,0.000210848,0.001477669,0.0005292092,0.0003952441,0.0001853385],"domain_scores_gemma":[0.9958194,0.002249341,0.0005462487,0.0006218105,0.0005490162,0.0002141263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007036962,0.0003220217,0.009744474,0.003594807,0.0003366577,0.0001603824,0.00003436699,5.67575e-8,0.001026333,0.00001203864,0.9776347,0.006430507],"study_design_scores_gemma":[0.002154613,0.0003535539,0.0003516482,0.0006316511,0.0006780432,0.00002050265,0.00002045629,0.00001460029,0.002643021,0.0002808209,0.9926163,0.0002348231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3245943,0.0008625558,0.00003784867,0.6609545,0.0002984942,0.000393471,0.0003292103,0.00006928841,0.01246029],"genre_scores_gemma":[0.3919947,0.001230159,0.0005269657,0.5863029,0.006981202,0.00002956351,0.001448701,0.00008472706,0.01140107],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07465165,"threshold_uncertainty_score":0.9996768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2490047009038818,"score_gpt":0.4592875818150181,"score_spread":0.2102828809111363,"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."}}