{"id":"W4213117536","doi":"10.1016/j.vaccine.2022.02.040","title":"WHO preferred product characteristics for monoclonal antibodies for passive immunization against respiratory syncytial virus (RSV) disease in infants – Key considerations for global use","year":2022,"lang":"en","type":"article","venue":"Vaccine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"World Health Organization; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Immunization; Monoclonal antibody; Medicine; Disease; Product (mathematics); Virology; Immunology; Virus; Palivizumab; Intensive care medicine; Antibody; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004445274,0.0002390953,0.0004623692,0.0003215614,0.0006746638,0.00009752011,0.0001141885,0.00006396227,0.00005493237],"category_scores_gemma":[0.006252715,0.0002428256,0.0001485819,0.0004169421,0.00003011544,0.0003362767,0.0001344409,0.0002088384,0.000002292248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005122751,"about_ca_system_score_gemma":0.0008661226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003898437,"about_ca_topic_score_gemma":0.0001218301,"domain_scores_codex":[0.9979435,0.0001613704,0.0006596162,0.0005093173,0.0002905062,0.0004356788],"domain_scores_gemma":[0.99786,0.0004934879,0.0002050051,0.0004883169,0.0007754512,0.0001778041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02158471,0.002201724,0.8551087,0.001129003,0.0004894435,0.00007776478,0.0004430922,0.003899762,0.06171815,0.004677692,0.03952006,0.009149863],"study_design_scores_gemma":[0.01219935,0.002020709,0.887792,0.0001303628,0.0002230016,0.00001077437,0.00006676136,0.01745071,0.005119295,0.00101606,0.07346689,0.0005041232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984661,0.0003068428,0.002292277,0.001126236,0.0004279821,0.00675122,0.004325175,0.00008492496,0.00002437025],"genre_scores_gemma":[0.9911928,0.00004723237,0.001410971,0.001021042,0.000516636,0.004138598,0.001288399,0.00006060479,0.0003237055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05659885,"threshold_uncertainty_score":0.990214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07424297966975581,"score_gpt":0.3633884983388473,"score_spread":0.2891455186690916,"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."}}