{"id":"W2067645334","doi":"10.1016/j.nbt.2011.03.018","title":"Antibodies in infectious diseases: polyclonals, monoclonals and niche biotechnology","year":2011,"lang":"en","type":"review","venue":"New Biotechnology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Polyclonal antibodies; Antibody; Monoclonal antibody; Biology; Infectious disease (medical specialty); Immunology; Virology; Antigen; Disease; Antibiotics; Potency; Medicine; Microbiology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002500993,0.00103357,0.00394787,0.00289637,0.0001331247,0.0000344399,0.0006682324,0.00383923,0.0003120152],"category_scores_gemma":[0.0004321314,0.0008073002,0.0005952883,0.001499675,0.00129518,0.00008025533,0.001042887,0.002748645,0.0003883646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077105,"about_ca_system_score_gemma":0.0009678538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297283,"about_ca_topic_score_gemma":0.000292216,"domain_scores_codex":[0.9956384,0.000174393,0.001193036,0.00144468,0.0003116621,0.001237841],"domain_scores_gemma":[0.9976928,0.0002944821,0.000395664,0.001103723,0.00006199403,0.000451363],"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":[0.0000917309,0.000262551,0.001605749,0.006508344,0.0004440334,0.0005986291,0.00002822454,1.690012e-8,0.00005341234,0.0126064,0.002038035,0.9757628],"study_design_scores_gemma":[0.0009074628,0.0006993228,0.000558384,0.004792852,0.000666518,0.002907123,0.0000218386,0.000002884952,0.0001816272,0.002689104,0.9858834,0.0006894661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001149399,0.991344,0.00002655953,0.003607796,0.0002640864,0.001499448,0.00014244,0.0005604208,0.001405794],"genre_scores_gemma":[0.0001772073,0.994839,0.0005827668,0.0002705454,0.0002683846,0.0001201863,0.0001725818,0.0001326142,0.003436676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9838454,"threshold_uncertainty_score":0.9995521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402773703878015,"score_gpt":0.3597221753600823,"score_spread":0.3056944383213022,"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."}}