{"id":"W4280526630","doi":"10.22541/au.165294213.37653963/v1","title":"PHARMACOKINETICS AND CLINICAL OUTCOMES OF TOBRAMYCIN IN ADULT CYSTIC FIBROSIS PATIENTS WITH ACUTE PULMONARY EXACERBATION","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Tobramycin; Medicine; Cystic fibrosis; Exacerbation; Dosing; Population; Internal medicine; Regimen; Context (archaeology); Pseudomonas aeruginosa; Cohort; Retrospective cohort study; Intensive care 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":[0.001295577,0.0002917028,0.0005642916,0.0003858117,0.0002276132,0.0007557184,0.000260086,0.0004377863,0.0008541274],"category_scores_gemma":[0.006842258,0.0001480309,0.0006466935,0.0003308822,0.0002445688,0.0005072,0.0003656231,0.0005988303,0.0001507161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120199,"about_ca_system_score_gemma":0.0004932863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452267,"about_ca_topic_score_gemma":0.0007525374,"domain_scores_codex":[0.9994763,0.0001727309,0.00007206023,0.0001015696,0.00009603547,0.00008134832],"domain_scores_gemma":[0.996056,0.001501925,0.001704735,0.0002019108,0.0002289296,0.0003064986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006013691,0.0001031795,0.9938061,0.00002573631,0.00007206088,0.0002874477,0.00005801625,0.002188699,0.0002926373,0.00005906101,0.00008402481,0.002421706],"study_design_scores_gemma":[0.00005662665,0.001632959,0.97894,0.00003292763,0.0001243482,0.00141153,0.0001727494,0.01652614,0.0004013779,0.0003427645,0.0003437031,0.00001502676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989793,0.0002076222,0.0003882799,0.000054795,0.00000319233,0.00001555133,0.0001408042,0.000005119787,0.0002053533],"genre_scores_gemma":[0.9996899,0.00005425416,0.0000925249,0.00001234428,0.000003949986,0.000007226522,0.0001133156,0.00000103292,0.00002555885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452267,"threshold_uncertainty_score":0.006851792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881360937592149,"score_gpt":0.3543980232039836,"score_spread":0.3355844138280621,"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."}}