{"id":"W163305355","doi":"10.1016/j.vaccine.2008.04.064","title":"WHO Working Group meeting on standardization of acellular pertussis vaccines: Potency assay","year":2008,"lang":"en","type":"article","venue":"Vaccine","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Potency; Context (archaeology); Medicine; Standardization; Pertussis vaccine; Immunology; Immunization; Biology; In vitro; Antigen; Computer science","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":[0.0582786,0.002799464,0.002042949,0.004763019,0.001544248,0.002514108,0.00558896,0.00453546,0.001958762],"category_scores_gemma":[0.02539824,0.001278757,0.002638422,0.002647961,0.002249559,0.001596281,0.002548348,0.004195666,0.001680278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619673,"about_ca_system_score_gemma":0.008876971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008846,"about_ca_topic_score_gemma":0.007209385,"domain_scores_codex":[0.9696845,0.01704371,0.003984962,0.001174045,0.006925714,0.001187144],"domain_scores_gemma":[0.9656932,0.007322111,0.002471899,0.004561963,0.01871183,0.00123896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002470148,0.001901856,0.03197901,0.004228158,0.0005011934,0.0008761165,0.002613889,0.005574044,0.2361543,0.01271953,0.07959502,0.6213868],"study_design_scores_gemma":[0.0003609557,0.008214694,0.05238304,0.00245034,0.001286687,0.003172373,0.001945038,0.006983656,0.470214,0.007176757,0.4455663,0.0002463202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.151455,0.1077419,0.5830175,0.04458072,0.0179333,0.01357914,0.01032895,0.002406688,0.06895681],"genre_scores_gemma":[0.4084584,0.03735344,0.4793367,0.007970052,0.003564765,0.005807296,0.02409908,0.0008317842,0.03257845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0582786,"threshold_uncertainty_score":0.3082104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577614845000106,"score_gpt":0.2247906641912112,"score_spread":0.2090145157412102,"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."}}