{"id":"W4385664125","doi":"10.1016/j.biologicals.2023.101698","title":"Stability of lyophilized Meningococcal A conjugate vaccine, (MenAfriVac™) at elevated temperatures to support controlled temperature chain (CTC) claim","year":2023,"lang":"en","type":"article","venue":"Biologicals","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Canada","keywords":"Vial; Conjugate; Meningococcal vaccine; Conjugate vaccine; Potency; Cold chain; Neisseria meningitidis; Consistency (knowledge bases); Product (mathematics); Medicine; Chemistry; Chromatography; Immunization; Mathematics; Antigen; Food science; Immunology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003468667,0.0001922834,0.0001122233,0.0001401464,0.0002131705,0.0002430956,0.0002176764,0.000201027,0.002322877],"category_scores_gemma":[0.0007924236,0.00008586405,0.0001605764,0.000202114,0.0001901992,0.0002742423,0.0001248838,0.0004125595,0.0004140524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773489,"about_ca_system_score_gemma":0.0003070201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581898,"about_ca_topic_score_gemma":0.0009786008,"domain_scores_codex":[0.9998304,0.00002556783,0.00001530441,0.00004053232,0.00004970554,0.00003859673],"domain_scores_gemma":[0.9997937,0.00004629561,0.00004890168,0.00002290287,0.00006980841,0.00001836671],"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":[0.00082147,0.00008252059,0.001586181,0.00005634096,0.00002507589,0.00008734934,0.0001581778,0.0007648633,0.9914077,0.0002795405,0.0002105317,0.004520172],"study_design_scores_gemma":[0.00001512582,0.0006521809,0.005184735,0.00001397044,0.00002087835,0.00008215718,0.00006497383,0.001517755,0.9907479,0.00006506857,0.001623156,0.00001206678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966578,0.0005773088,0.00125587,0.00004253667,0.00003936727,0.00001146935,0.0003411777,0.00002849297,0.001045991],"genre_scores_gemma":[0.9979858,0.0001782328,0.0004772445,0.00001855248,0.000007018388,0.000007300538,0.0003528908,0.00001134939,0.0009615271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002322877,"threshold_uncertainty_score":0.007770836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681738463569038,"score_gpt":0.2790891226149432,"score_spread":0.2522717379792528,"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."}}