{"id":"W1966368702","doi":"10.1016/j.biologicals.2006.03.001","title":"Regulation and standardization of IPV and IPV combination vaccines","year":2006,"lang":"en","type":"article","venue":"Biologicals","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Standardization; Immunogenicity; Potency; In vivo; In vitro toxicology; Medicine; Biology; Biotechnology; Antigen; Immunology; In vitro; 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":[0.02835149,0.0007150345,0.0006962605,0.00344016,0.0009347955,0.003222014,0.002597029,0.002237537,0.001605922],"category_scores_gemma":[0.0167544,0.0005526005,0.0007238617,0.001996398,0.002803255,0.001386758,0.001829974,0.002832534,0.001021838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003120201,"about_ca_system_score_gemma":0.005797489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002576313,"about_ca_topic_score_gemma":0.002005099,"domain_scores_codex":[0.9738266,0.01016308,0.003061547,0.00172979,0.009739565,0.001479424],"domain_scores_gemma":[0.983214,0.003406101,0.003006155,0.004272025,0.005630258,0.0004714323],"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":[0.0006711031,0.001069157,0.01234946,0.001066301,0.0001203123,0.0002248255,0.001099471,0.01148433,0.2857347,0.1771402,0.01487416,0.4941659],"study_design_scores_gemma":[0.0001599408,0.003416047,0.03129314,0.001272473,0.000249761,0.0009920049,0.0009610986,0.00740045,0.4450293,0.0374227,0.4716879,0.0001150761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2417977,0.04236187,0.5094934,0.02132258,0.003478713,0.0037564,0.002713563,0.001461221,0.1736146],"genre_scores_gemma":[0.7053022,0.02031796,0.2397249,0.004489681,0.00164827,0.004047581,0.005326566,0.0003579045,0.01878489],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02835149,"threshold_uncertainty_score":0.1499388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968764609180139,"score_gpt":0.3067852786920379,"score_spread":0.2870976326002365,"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."}}