{"id":"W2328353822","doi":"10.1021/acs.analchem.5b00276","title":"Determination of Meningococcal Serogroups in Formulated Monovalent and Multivalent Polysaccharide and Polysaccharide-Conjugate Vaccines","year":2015,"lang":"en","type":"letter","venue":"Analytical Chemistry","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada","keywords":"Chemistry; Polysaccharide; Conjugate; Conjugate vaccine; Meningococcal vaccine; Neisseria meningitidis; Microbiology; Chromatography; Biochemistry; Bacteria; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008445648,0.0005338651,0.0001711627,0.001022661,0.0001502853,0.0004432109,0.0001779592,0.0003290492,0.002481337],"category_scores_gemma":[0.001180541,0.0002064673,0.0001982812,0.0003759782,0.0001184954,0.000245708,0.0002355197,0.0005199081,0.001242041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515702,"about_ca_system_score_gemma":0.0004076524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937731,"about_ca_topic_score_gemma":0.004967515,"domain_scores_codex":[0.9994068,0.0001437793,0.00003922439,0.00006215424,0.0002964611,0.00005162926],"domain_scores_gemma":[0.9996772,0.00005772536,0.00006150121,0.00002526707,0.0001227274,0.00005559669],"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":[0.0003124968,0.0001547486,0.004947326,0.0001764777,0.00004516272,0.0000356183,0.00007749369,0.0006090818,0.9552574,0.0003141639,0.003324883,0.03474519],"study_design_scores_gemma":[0.00002337155,0.00058291,0.01171978,0.00007654312,0.00004232587,0.00006087088,0.0000902129,0.00166892,0.9735476,0.0001460104,0.01202666,0.00001481633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087381,0.01324025,0.04269189,0.0008941268,0.0006826936,0.0005954349,0.006905631,0.0005313933,0.02572045],"genre_scores_gemma":[0.877374,0.007321695,0.07018229,0.0007504701,0.0000822736,0.0003221678,0.005947897,0.0001785856,0.03784053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002481337,"threshold_uncertainty_score":0.0083009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074208346808254,"score_gpt":0.2642678329401976,"score_spread":0.2435257494721151,"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."}}