{"id":"W4415697053","doi":"10.1186/s13550-026-01421-z","title":"ImmunoPET with Zirconium-89 specifically detects postoperative biofilm-associated implant infections. A preclinical study.","year":2025,"lang":"en","type":"article","venue":"EJNMMI Research","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Implant; Teichoic acid; Antigen; Antibody; Monoclonal antibody; Periprosthetic","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":[0.001525791,0.0002215525,0.0004409195,0.0006106108,0.0007072723,0.0001196608,0.0001021227,0.0001836665,0.0003788666],"category_scores_gemma":[0.0008750852,0.0001533508,0.0001054951,0.001706017,0.0003407091,0.0001115509,0.000156286,0.001162873,0.0002518889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080613,"about_ca_system_score_gemma":0.00084828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000729341,"about_ca_topic_score_gemma":0.001531864,"domain_scores_codex":[0.9971333,0.0006141178,0.0003712832,0.0005643322,0.0006977512,0.0006191982],"domain_scores_gemma":[0.9976351,0.0006079636,0.00005524851,0.0005810728,0.0009169111,0.000203722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001544003,0.01029112,0.9660966,0.00003709903,0.001948475,0.002434734,0.0006484418,0.000003858158,0.001294045,0.0004024068,0.005147892,0.01015129],"study_design_scores_gemma":[0.00924523,0.01370882,0.9641263,0.0003023362,0.0002090875,0.0002730115,0.001133844,0.0000511085,0.002035015,0.00004423457,0.008657487,0.0002134546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577675,0.0001093695,0.00004640095,0.001173448,0.0002368196,0.00216778,0.00002251489,0.0001265693,0.03834963],"genre_scores_gemma":[0.9793469,0.00007003517,0.0001055846,0.0001072425,0.00007413394,0.0003311528,0.00004289706,0.0000272884,0.01989479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157941,"threshold_uncertainty_score":0.6253463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06613115278118117,"score_gpt":0.429068854261524,"score_spread":0.3629377014803428,"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."}}