{"id":"W2151900902","doi":"10.1345/aph.1c315","title":"Rapid Imipenem/Cilastatin Desensitization for Multidrug-Resistant Acinetobacter Pneumonia","year":2003,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Imipenem; Cilastatin; Desensitization (medicine); Imipenem/cilastatin; Acinetobacter baumannii; Adverse effect; Anesthesia; Intensive care unit; Pneumonia; Antibiotics; Intensive care medicine; Internal medicine; Antibiotic resistance; Microbiology; Pseudomonas aeruginosa","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":[0.0003230783,0.0002066629,0.0003450596,0.0001859521,0.00007895979,0.00001232907,0.00006068508,0.00006981987,0.0001283425],"category_scores_gemma":[0.000114072,0.0001898621,0.0002126431,0.0002450225,0.00005547151,0.0001568889,0.000004939745,0.0001207004,0.0000254108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003108694,"about_ca_system_score_gemma":0.0001139812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937608,"about_ca_topic_score_gemma":0.000005383167,"domain_scores_codex":[0.9986753,0.00008532371,0.0003914931,0.0002736341,0.0002347833,0.0003394404],"domain_scores_gemma":[0.998767,0.000170745,0.0001977996,0.0002420169,0.0004463638,0.0001760718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001825425,0.0003157294,0.0001136674,0.00007301122,0.0002042998,0.000007090824,0.0002368627,0.00004295269,0.941427,0.0003284722,0.001423427,0.05564497],"study_design_scores_gemma":[0.002791089,0.00009981468,0.002496482,0.00005568088,0.00006609804,0.00001824904,0.0001250147,0.0004247097,0.7999964,0.00009853212,0.1936768,0.0001510135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809912,0.0005089471,0.002351763,0.003884131,0.0004817639,0.001656368,0.0001414448,0.0001370249,0.009847387],"genre_scores_gemma":[0.9908389,0.00131171,0.003810153,0.002609222,0.0001397783,0.00005740125,0.00005454694,0.00006849588,0.001109835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1922534,"threshold_uncertainty_score":0.7742351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116455983364229,"score_gpt":0.3969981837106021,"score_spread":0.2853525853741792,"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."}}