{"id":"W2795088059","doi":"10.4103/atm.atm_236_17","title":"Duration of antibiotic therapy for critically ill patients with bloodstream infections: A retrospective observational in Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Annals of Thoracic Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Critically ill; Observational study; Antibiotics; Antibiotic therapy; Retrospective cohort study; Intensive care medicine; Pediatrics; Emergency medicine; Internal medicine; Microbiology","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":[0.0003373723,0.0001141949,0.0003484851,0.0001304636,0.00006951793,0.000001534453,0.00008679901,0.0001213158,0.0001119946],"category_scores_gemma":[0.001163531,0.00007694307,0.00004138702,0.0002605887,0.0007063958,0.00007974792,0.00001063158,0.00008989806,0.000004559341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008697019,"about_ca_system_score_gemma":0.00005196231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008445431,"about_ca_topic_score_gemma":0.00008704126,"domain_scores_codex":[0.9990582,0.00007591143,0.0004206742,0.0001942979,0.00007303361,0.0001778803],"domain_scores_gemma":[0.9969974,0.0001833724,0.0002411088,0.0001710918,0.002391518,0.00001551816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002083116,0.001398313,0.9148173,0.000229293,0.0003226036,8.995514e-7,0.0007507583,0.00000106413,0.07227264,0.001616811,0.002177346,0.004329866],"study_design_scores_gemma":[0.00143284,0.004203255,0.823487,0.000750186,0.00003377757,0.000001820179,0.0001706898,0.000003620541,0.1684633,0.000988759,0.0003737176,0.00009093585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949138,0.0007726008,0.0009752128,0.00235233,0.0001782823,0.0004226831,0.00004136826,0.0000116138,0.0003320703],"genre_scores_gemma":[0.9980939,0.0002758731,0.0004253947,0.0008628227,0.00005797559,0.000003951448,0.0001058687,0.000009291297,0.0001649376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09619071,"threshold_uncertainty_score":0.3137648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235951920609623,"score_gpt":0.3487351513842142,"score_spread":0.306375632178118,"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."}}