{"id":"W2279597082","doi":"10.1038/nchem.2468","title":"A sweet vaccine","year":2016,"lang":"en","type":"letter","venue":"Nature Chemistry","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Stereochemistry","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":[0.002378301,0.0005239467,0.0006308408,0.0003720364,0.00170564,0.00192499,0.0007149884,0.01190515,0.009983857],"category_scores_gemma":[0.00803641,0.0003161676,0.0006752965,0.0001326862,0.002238143,0.002926621,0.002336788,0.0151724,0.004830682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170457,"about_ca_system_score_gemma":0.001595769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005748574,"about_ca_topic_score_gemma":0.001225466,"domain_scores_codex":[0.998708,0.000352626,0.00008494883,0.0001692428,0.0004031112,0.0002820271],"domain_scores_gemma":[0.9981934,0.0007893761,0.0001157993,0.0001716953,0.0002285142,0.0005012283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002671665,0.0001221788,0.0002669638,0.0001188041,0.00002940041,0.00104071,0.00008253589,0.0001025,0.002454516,0.05521893,0.8922966,0.04799969],"study_design_scores_gemma":[0.0002259916,0.0001763766,0.0001816825,0.0001219131,0.00002760984,0.0007296183,0.00009852619,0.0002064242,0.002254467,0.04067396,0.9552785,0.00002508024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003087098,0.01121155,0.001670039,0.8664048,0.08858697,0.00007070592,0.0001328878,0.0001471096,0.02868881],"genre_scores_gemma":[0.04084797,0.005993629,0.001525475,0.8480827,0.02672632,0.0001602983,0.0001363024,0.00006750949,0.07645981],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01190515,"threshold_uncertainty_score":0.03339934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00502802270039972,"score_gpt":0.2651801223053769,"score_spread":0.2601520996049771,"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."}}