{"id":"W2074768816","doi":"10.1159/000238928","title":"Outcome of a Ceftriaxone/Cefotaxime Interchange Programme in a Major Teaching Hospital","year":2009,"lang":"en","type":"article","venue":"Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cefotaxime; Ceftriaxone; Formulary; Medicine; Cephalosporin; Antibiotics; Nursing; Microbiology; Biology","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":[0.0002145981,0.0001404655,0.000320146,0.00009869965,0.00003825445,0.000006125664,0.0001975847,0.0001769808,0.0001116666],"category_scores_gemma":[0.00002956817,0.0001124183,0.0001018235,0.00009543067,0.00009959624,0.0000480123,0.00001528927,0.0002793908,0.0000483094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238902,"about_ca_system_score_gemma":0.00001407435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102823,"about_ca_topic_score_gemma":0.0000299888,"domain_scores_codex":[0.9990852,0.00005766934,0.0003093666,0.0002068976,0.00002613862,0.0003146989],"domain_scores_gemma":[0.9996243,0.00003100447,0.0001057169,0.0002063572,0.00001798501,0.00001464818],"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":[0.0007905714,0.002564948,0.1172335,0.0001037887,0.0002413497,0.00002969066,0.01196375,2.88469e-7,0.6637045,0.003044931,0.003012055,0.1973107],"study_design_scores_gemma":[0.02640204,0.004457098,0.3245804,0.0009793898,0.0000790741,0.00008916604,0.004211253,0.00001572402,0.5402133,0.003503965,0.09390689,0.001561678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939892,0.001941438,0.0002268362,0.001540658,0.0002282301,0.0003126673,0.000004599242,0.0000511043,0.001705284],"genre_scores_gemma":[0.9967665,0.00006644758,0.0005812244,0.0004320285,0.0000309958,0.000003083447,0.000009763893,0.00001197754,0.002097946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073469,"threshold_uncertainty_score":0.4584285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646731041125983,"score_gpt":0.2682981724709012,"score_spread":0.2518308620596413,"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."}}