{"id":"W1535377188","doi":"10.1002/jppr200434111","title":"Stability of Insulin Aspart in Normal Saline Infusion","year":2004,"lang":"en","type":"article","venue":"Journal of Pharmacy Practice and Research","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Medicine; Saline; Insulin aspart; Insulin; Sodium; Anesthesia; Chromatography; Internal medicine; Hypoglycemia; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.003207298,0.00007780235,0.0003139544,0.0002772296,0.00006670175,0.00002076158,0.00008844306,0.00005658419,0.0001408659],"category_scores_gemma":[0.003449409,0.00005587626,0.00006990858,0.0003285007,0.0002187022,0.0004385814,0.00007132893,0.001039166,0.000004378491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007520903,"about_ca_system_score_gemma":0.0006456814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003363077,"about_ca_topic_score_gemma":0.00001064823,"domain_scores_codex":[0.9979557,0.0002389212,0.0006496237,0.0001138487,0.0007922203,0.0002496675],"domain_scores_gemma":[0.9975301,0.0006917623,0.0001587712,0.0001102102,0.001279842,0.000229299],"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":[0.1037745,0.012898,0.2942475,0.00161613,0.0004100806,0.003521537,0.01070663,0.00007470048,0.4519029,0.001226168,0.0006309488,0.1189909],"study_design_scores_gemma":[0.2368893,0.0243838,0.0883674,0.003106339,0.001056559,0.005922279,0.01477543,0.00119385,0.2556846,0.003568885,0.3642982,0.0007533043],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841794,0.001918995,0.00002797477,0.01134619,0.0001052152,0.0001894312,0.000002900844,0.000002244716,0.002227685],"genre_scores_gemma":[0.9953036,0.003376739,0.0007745986,0.0002961158,0.0002154845,0.000002142709,0.000001550608,0.000006858508,0.00002292408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3636672,"threshold_uncertainty_score":0.4514715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0872380568395631,"score_gpt":0.4522014709411499,"score_spread":0.3649634141015868,"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."}}