{"id":"W4253236171","doi":"10.1373/clinchem.2010.152041","title":"In Reply","year":2010,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Psychology","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":[0.0002369006,0.00008666915,0.0002747916,0.00001050371,0.00001733052,0.000006825499,0.00008127587,0.0002233816,0.001342883],"category_scores_gemma":[0.001560764,0.00007329778,0.0001401844,0.00006812122,0.0001481475,0.00002945889,0.00003159248,0.0008350705,0.00009191319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008129892,"about_ca_system_score_gemma":0.00007772538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005610312,"about_ca_topic_score_gemma":0.000001614302,"domain_scores_codex":[0.9989527,0.000007961276,0.0004640817,0.0002609543,0.0001196737,0.0001946038],"domain_scores_gemma":[0.9991498,0.0001822342,0.00003211462,0.0003442362,0.0000598313,0.0002317608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006797976,0.0009832113,0.9385432,0.000114757,0.00002888009,0.0004112892,0.00002574532,4.670959e-8,0.04259889,0.0002548818,0.009642705,0.006716605],"study_design_scores_gemma":[0.01649646,0.0004252356,0.09075258,0.0001614156,0.0001265667,0.0003038119,0.00006022782,0.0002905966,0.02347206,0.002730344,0.864682,0.0004987759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445274,0.00002627463,0.00000233319,0.004761996,0.0004244538,0.00007325192,0.000002314219,0.0000298791,0.05015204],"genre_scores_gemma":[0.9891791,0.00001888427,0.0003333378,0.004686321,0.0006336125,0.00001027096,0.00001094121,0.000009743077,0.005117791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8550392,"threshold_uncertainty_score":0.99957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195102115183406,"score_gpt":0.3750105257867924,"score_spread":0.3530595046349583,"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."}}