{"id":"W2045395625","doi":"10.1159/000045982","title":"Evaluation of i-STAT Creatinine Assay","year":2001,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Creatinine; Medicine; Coefficient of variation; Reproducibility; pCO2; Urology; Hemoglobin; Chromatography; Internal medicine; Reference range; Urea; Chemistry; Biochemistry","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04018712,0.0005045205,0.001332307,0.0003958749,0.0005015465,0.0002716164,0.0005354377,0.0003480332,0.0198899],"category_scores_gemma":[0.005043013,0.0003366193,0.0006984183,0.001070837,0.0002863328,0.0008066882,0.0001021897,0.00184446,0.0002463548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967287,"about_ca_system_score_gemma":0.001298766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006922992,"about_ca_topic_score_gemma":0.0001572481,"domain_scores_codex":[0.9872551,0.0041061,0.002934064,0.0005092199,0.004364648,0.0008308588],"domain_scores_gemma":[0.9883385,0.002408667,0.002897655,0.001127907,0.004416349,0.0008109577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006198923,0.004027446,0.05389673,0.0002051128,0.005325371,0.0005289481,0.002579659,0.002268562,0.1015243,0.0005555919,0.07397565,0.7489138],"study_design_scores_gemma":[0.02872062,0.003225498,0.1971805,0.002413241,0.0115476,0.005144121,0.004252374,0.02459628,0.001862428,0.006276552,0.7135147,0.001266038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825963,0.03544913,0.004802966,0.05457265,0.00125339,0.002015878,0.00007154443,0.0001111074,0.01912708],"genre_scores_gemma":[0.9827727,0.006185907,0.0006551318,0.006028195,0.002426395,0.0000369168,0.00001380322,0.00008794313,0.001792985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7476477,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821063552305218,"score_gpt":0.4561444451997151,"score_spread":0.2740380899691933,"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."}}