{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00343166,0.0004898994,0.0003734879,0.001702564,0.0002621441,0.00126276,0.0004898795,0.0008802451,0.005796461],"category_scores_gemma":[0.0142402,0.000166683,0.0005461364,0.000909127,0.0002254686,0.001113685,0.0007860381,0.0008759329,0.002144464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098892,"about_ca_system_score_gemma":0.002409299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096449,"about_ca_topic_score_gemma":0.003354175,"domain_scores_codex":[0.9978364,0.0007442409,0.0001657788,0.0001097228,0.0009216005,0.0002222154],"domain_scores_gemma":[0.9957217,0.001149794,0.0009886282,0.0001380157,0.001662118,0.0003396801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002571278,0.000517399,0.05286748,0.004009255,0.0002878938,0.0005475,0.0004253935,0.01631995,0.02272871,0.022549,0.1380291,0.7391471],"study_design_scores_gemma":[0.0003211646,0.006828046,0.08657699,0.004540865,0.0004651948,0.002627177,0.0007023221,0.01402486,0.02450284,0.02270603,0.83649,0.0002143995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4280298,0.1116067,0.06245641,0.05159055,0.003275685,0.004303125,0.04602096,0.002595481,0.2901213],"genre_scores_gemma":[0.891062,0.02929337,0.03983918,0.007082378,0.00056371,0.001267378,0.01544579,0.0001633134,0.01528293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005796461,"threshold_uncertainty_score":0.01939112,"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."}}