{"id":"W2062022660","doi":"10.1038/npre.2009.3552.1","title":"VO: Vaccine Ontology","year":2009,"lang":"en","type":"preprint","venue":"Nature Precedings","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Computer science; Information retrieval","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":[0.002401747,0.001774422,0.001034615,0.006373555,0.001939979,0.005424144,0.002717777,0.003240927,0.03877955],"category_scores_gemma":[0.007106734,0.0009890905,0.00208581,0.005842071,0.00104123,0.0110312,0.003848133,0.002973489,0.02601634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789223,"about_ca_system_score_gemma":0.006370642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0173254,"about_ca_topic_score_gemma":0.01195686,"domain_scores_codex":[0.9972416,0.0005251339,0.0004869824,0.0005591231,0.0008533801,0.0003338731],"domain_scores_gemma":[0.9973845,0.0008456735,0.0002452888,0.0005106527,0.000799409,0.0002144738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001765644,0.0001547451,0.001367019,0.002458641,0.00009173739,0.0005263716,0.000807095,0.004842408,0.003083891,0.2537942,0.6006769,0.1320204],"study_design_scores_gemma":[0.0000144357,0.000008950617,0.0002289712,0.0002148054,0.00001353642,0.000175848,0.0001444341,0.001828665,0.0004749228,0.0205723,0.9763004,0.00002276833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004439431,0.003284,0.3031954,0.009906377,0.002878815,0.002882613,0.3934042,0.05200792,0.2280013],"genre_scores_gemma":[0.03780469,0.006843511,0.2441056,0.006311426,0.0006831357,0.002820287,0.6446763,0.008342675,0.04841234],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03877955,"threshold_uncertainty_score":0.1297305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007308204226152532,"score_gpt":0.2574759122534573,"score_spread":0.2501677080273048,"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."}}