{"id":"W2576731998","doi":"10.1097/ccm.0000000000002210","title":"Right Dose, Right Now: Customized Drug Dosing in the Critically Ill","year":2017,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Dosing; Medicine; Intensive care medicine; Septic shock; Critically ill; Nomogram; Antibiotics; Therapeutic drug monitoring; Drug; Sepsis; Pharmacology; Internal medicine","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":[0.008236079,0.0006661602,0.001401544,0.000686336,0.0005719477,0.003714377,0.001127854,0.001889134,0.003054706],"category_scores_gemma":[0.0295339,0.0004351597,0.0006986078,0.0007494593,0.001271269,0.004644248,0.001548887,0.003873479,0.001719984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152606,"about_ca_system_score_gemma":0.002407626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009168189,"about_ca_topic_score_gemma":0.00133996,"domain_scores_codex":[0.994021,0.003600359,0.0006387837,0.0003186161,0.001264427,0.0001567505],"domain_scores_gemma":[0.9904468,0.00402412,0.002817912,0.001158461,0.0007681453,0.0007845961],"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":[0.003509761,0.001531919,0.01953091,0.001411273,0.0003337799,0.0007209934,0.0007641875,0.01237075,0.008991241,0.02051112,0.05281097,0.8775132],"study_design_scores_gemma":[0.003321661,0.01273559,0.06085181,0.007779073,0.001160367,0.007052554,0.001722277,0.03962648,0.03801561,0.1704787,0.6563725,0.0008832545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1618481,0.1201239,0.3490215,0.2676006,0.005459679,0.001951563,0.001080879,0.005496732,0.08741709],"genre_scores_gemma":[0.6286314,0.040289,0.2805011,0.04159213,0.003687502,0.0007448182,0.0003965694,0.0006989096,0.003458483],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008236079,"threshold_uncertainty_score":0.04355705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279522827165662,"score_gpt":0.3633076522852414,"score_spread":0.3405124240135848,"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."}}