{"id":"W4402490610","doi":"10.1017/ash.2024.359","title":"An outbreak after all: <i>Cutibacterium acnes</i> among pediatric patients with cerebrospinal fluid diversion device infections highlights gaps in guidelines","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Cincinnati Children's Hospital Medical Center","keywords":"Cerebrospinal fluid; Outbreak; Medicine; Pathology","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":[0.00171027,0.0002288686,0.0002557293,0.0005270291,0.0006919552,0.001854735,0.000690476,0.0006966282,0.0008066876],"category_scores_gemma":[0.007284173,0.0002040856,0.0002565538,0.0005296935,0.0005778216,0.001223277,0.0009349479,0.0009450439,0.0001298794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269278,"about_ca_system_score_gemma":0.002097678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00787004,"about_ca_topic_score_gemma":0.01234979,"domain_scores_codex":[0.9981377,0.0006145217,0.0004485585,0.0002514465,0.0002606688,0.0002870739],"domain_scores_gemma":[0.9942162,0.001916021,0.001957248,0.0001819531,0.001067992,0.0006606039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002079869,0.0001264812,0.9441397,0.0005505519,0.00004177907,0.006314128,0.002833472,0.0003469927,0.001383798,0.0004691086,0.007708577,0.03587745],"study_design_scores_gemma":[0.00003457579,0.0005127518,0.9173746,0.002661024,0.0001168423,0.01987741,0.03236077,0.003407912,0.003466574,0.0008584447,0.01926236,0.00006679472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809426,0.005237569,0.001185241,0.008383172,0.0001886378,0.00008288503,0.0002392765,0.0000546606,0.003685937],"genre_scores_gemma":[0.9952632,0.001834241,0.001426864,0.001035303,0.0001232263,0.00001552981,0.0001695536,0.00001205934,0.0001199919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00787004,"threshold_uncertainty_score":0.01564848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786626708332026,"score_gpt":0.3143345720087415,"score_spread":0.2864683049254213,"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."}}