{"id":"W4404712688","doi":"10.1093/cid/ciae524","title":"Choosing Wisely: Effectiveness and Safety of Antibiotic Prophylaxis in Close Contacts of Invasive Group A Streptococci Infection","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Antibiotics; Streptococcus pyogenes; Antibiotic prophylaxis; Adverse effect; Intensive care medicine; Internal medicine; Microbiology; Staphylococcus aureus; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003217938,0.0002227396,0.0006296503,0.0005162637,0.0006025298,0.0009885799,0.0004051553,0.0007287536,0.002101629],"category_scores_gemma":[0.04117668,0.0001111516,0.0004711389,0.0006408896,0.0003261533,0.001279418,0.0004306967,0.0009329916,0.0002922425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172456,"about_ca_system_score_gemma":0.0007106237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867114,"about_ca_topic_score_gemma":0.002503481,"domain_scores_codex":[0.9954319,0.00245867,0.0003683719,0.0003352776,0.00120317,0.0002027095],"domain_scores_gemma":[0.9799619,0.009219564,0.006597908,0.000674582,0.001432832,0.002113251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003980007,0.001518176,0.8802325,0.0003028909,0.000691242,0.0002588771,0.0004362158,0.0002328524,0.0004957659,0.0002347111,0.001596142,0.1100207],"study_design_scores_gemma":[0.0002979202,0.006975534,0.9831192,0.0004046957,0.0006846626,0.001495643,0.001005837,0.001971439,0.000819328,0.0008945107,0.002286692,0.00004452912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897618,0.004191114,0.0002844833,0.001274907,0.00009368944,0.00004908126,0.0002132219,0.00001178648,0.004120001],"genre_scores_gemma":[0.9982375,0.0008378761,0.0003263311,0.0002430177,0.00008432473,0.00000979311,0.0001102882,0.000003918157,0.000146954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003217938,"threshold_uncertainty_score":0.01701826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239734483592684,"score_gpt":0.3567590357957553,"score_spread":0.3327855874364869,"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."}}