{"id":"W4220915208","doi":"","title":"Human monoclonal antibodies against Staphylococcus aureus surface antigens recognize in vitro and in vivo biofilm","year":2022,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Institutes of Health; Health~Holland","keywords":"Biofilm; Microbiology; Staphylococcus aureus; Teichoic acid; Monoclonal antibody; In vivo; Biology; Antibiotics; Antibody; Staphylococcal infections; In vitro; Antigen; Bacteria; Immunology; Biochemistry","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"],"consensus_categories":[],"category_scores_codex":[0.0003646038,0.0004558872,0.0007951799,0.001525184,0.000937279,0.00003417677,0.0005337483,0.0002753811,0.0001391877],"category_scores_gemma":[0.00003048383,0.0006135313,0.0002372288,0.002006826,0.0004975743,0.0003554823,0.0007193811,0.00110542,0.000005075668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926191,"about_ca_system_score_gemma":0.0004845857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373467,"about_ca_topic_score_gemma":0.0005102699,"domain_scores_codex":[0.9968205,0.0004896667,0.0003959251,0.001053985,0.0004846114,0.0007552728],"domain_scores_gemma":[0.9985176,0.0001619184,0.0002874529,0.0005830214,0.0001404526,0.0003096022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002815822,0.0007762368,0.200464,0.0001322291,0.000198984,0.01659734,0.001096673,0.0003966405,0.7741368,0.000194541,0.002443885,0.0007468481],"study_design_scores_gemma":[0.02841844,0.001303157,0.1860532,0.0009697588,0.0008986696,0.0004105149,0.05913295,0.001203818,0.3909411,0.0001113873,0.3264609,0.004096081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548607,0.0002257483,0.00001851868,0.0002919832,0.0002648344,0.0007035322,0.0001879571,0.0001702646,0.04327647],"genre_scores_gemma":[0.9630846,0.0002886952,0.001119051,0.0001087976,0.00004612609,4.806099e-7,0.00004551445,0.00004089038,0.03526579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3831957,"threshold_uncertainty_score":0.9996316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239764863253066,"score_gpt":0.2142041886448113,"score_spread":0.2018065400122806,"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."}}