{"id":"W3136696467","doi":"10.1111/imm.13324","title":"The importance of polyreactive antibodies in protection against pneumococcal infection","year":2021,"lang":"en","type":"editorial","venue":"Immunology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Streptococcus pneumoniae; Antibody; Biology; Immunology; Immune system; Vaccination; Pneumococcal infections; Virology; Microbiology; Antibiotics","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":[0.006238707,0.002668616,0.001996226,0.001550651,0.001523544,0.003370262,0.002217591,0.009931011,0.004595124],"category_scores_gemma":[0.009742819,0.00074635,0.001433173,0.0006489574,0.002020576,0.003034101,0.0009822816,0.01867642,0.003961482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285941,"about_ca_system_score_gemma":0.001306654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008666067,"about_ca_topic_score_gemma":0.002048738,"domain_scores_codex":[0.9978776,0.0004356571,0.0002958268,0.0002621343,0.0009837948,0.0001450057],"domain_scores_gemma":[0.9939436,0.00277506,0.0002816642,0.0001521959,0.001922783,0.0009246754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001356542,0.00003487199,0.00005802657,0.0006817815,0.00003421945,0.0003056787,0.00002763899,0.000047406,0.000293385,0.0008010134,0.9783208,0.01925944],"study_design_scores_gemma":[0.0001221649,0.0001106211,0.0005059726,0.0006296118,0.00006717107,0.0006325985,0.00004291432,0.0001775971,0.0003160996,0.001358676,0.996015,0.00002174122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001265852,0.02578396,0.0001508302,0.03126517,0.9409525,0.00001942347,0.00002258542,0.00004673822,0.001632144],"genre_scores_gemma":[0.0008631654,0.01738341,0.0001103455,0.02115388,0.9551648,0.00001551038,0.00001582997,0.00002061827,0.005272476],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.009931011,"threshold_uncertainty_score":0.03299385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728407580208633,"score_gpt":0.3212420223768397,"score_spread":0.3039579465747533,"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."}}