{"id":"W4392968148","doi":"10.1016/j.vaccine.2024.02.072","title":"Vaccine value profile for Klebsiella pneumoniae","year":2024,"lang":"en","type":"article","venue":"Vaccine","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"World Health Organization; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Klebsiella pneumoniae; Medicine; Vaccination; Antibiotic resistance; Immunology; Immunosuppression; Intensive care medicine; Antibiotics; 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":[0.0001553088,0.0001718687,0.000159612,0.0000467516,0.00005349157,0.00005873254,0.0001832022,0.0001336579,0.00007639908],"category_scores_gemma":[0.00009856629,0.0001468272,0.0001122408,0.0001145743,0.000004882495,0.000004401717,0.00007106982,0.00006690873,0.00008020143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001498714,"about_ca_system_score_gemma":0.00006305007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004275613,"about_ca_topic_score_gemma":0.000009455849,"domain_scores_codex":[0.9989788,0.00001911405,0.0002136822,0.0004319619,0.00007425602,0.0002821948],"domain_scores_gemma":[0.9994429,0.00003358981,0.00003651702,0.0003628478,0.00005854875,0.00006555956],"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":[0.00007552766,0.00003371956,0.003160666,0.0001846795,0.00009041688,0.000008507982,0.00001726604,0.00001197346,0.8849975,0.001089497,0.1079431,0.002387159],"study_design_scores_gemma":[0.0006558815,0.0004047235,0.007680418,0.00008090652,0.0000531635,0.00003746332,0.00003223139,0.0008548863,0.3148469,0.0003829073,0.6747496,0.0002209168],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860168,0.003515413,0.006069961,0.0008763716,0.0008854418,0.0005312016,0.00009209681,0.00008448282,0.001928254],"genre_scores_gemma":[0.9805271,0.0002793164,0.002626815,0.0001845231,0.001004839,0.00003806334,0.0002884743,0.00006330648,0.01498757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5701507,"threshold_uncertainty_score":0.5987439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007352294529473901,"score_gpt":0.2622613578974612,"score_spread":0.2549090633679874,"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."}}