{"id":"W4399354733","doi":"10.1007/s00203-024-04015-2","title":"Advances in the targeted theragnostics of osteomyelitis caused by Staphylococcus aureus","year":2024,"lang":"en","type":"review","venue":"Archives of Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Credit Valley Hospital","funders":"","keywords":"Osteomyelitis; Staphylococcus aureus; Medicine; Immune system; Bone Infection; Immunology; Antibiotics; Targeted therapy; Staphylococcal infections; Disease; Microbiology; Biology; Pathology; Internal medicine; Cancer; Bacteria","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":[0.0002514548,0.0005600141,0.002660409,0.0004540145,0.00003020076,0.000007461739,0.0007263166,0.0003567807,0.00004051969],"category_scores_gemma":[0.0002706757,0.0003381523,0.0007547502,0.000499723,0.001139518,0.00002807207,0.0001654636,0.0008759393,0.00002274453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003875903,"about_ca_system_score_gemma":0.0004304695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003090481,"about_ca_topic_score_gemma":0.00007244226,"domain_scores_codex":[0.9969404,0.0005398245,0.00134049,0.0005743317,0.0001040999,0.0005008384],"domain_scores_gemma":[0.9964036,0.00209294,0.0006527214,0.0007446797,0.00005119564,0.00005488011],"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":[0.0001365142,0.0002231371,0.0000694721,0.04583355,0.0005534521,0.00016817,0.001106237,0.00000121229,0.05827045,0.0004365099,0.007663819,0.8855375],"study_design_scores_gemma":[0.000458652,0.0004169758,0.00002062723,0.01580481,0.0009999414,0.0000473936,0.0001279202,6.550259e-7,0.000733486,0.0002290509,0.9808894,0.0002710264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004430983,0.9930851,0.00005427768,0.0001475099,0.0002072846,0.001620144,0.002773992,0.00002387182,0.001644676],"genre_scores_gemma":[0.001684954,0.9963728,0.0004027982,0.0000881925,0.0001208388,0.00007330555,0.0009628628,0.00007391783,0.0002202946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9732257,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620141999732682,"score_gpt":0.3122528801074614,"score_spread":0.2960514601101346,"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."}}