{"id":"W2585252128","doi":"10.1093/ofid/ofw172.931","title":"Epidemiology and Clinical Outcomes of Serratia marcescens Infections in Adults With Cystic Fibrosis","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Serratia marcescens; Epidemiology; Cystic fibrosis; Pathogenic organism; Intensive care medicine; Internal medicine; Pediatrics; Microbiology; Escherichia coli","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003864137,0.0001936964,0.0008270598,0.000193026,0.0000886185,0.00001357753,0.0001392873,0.00008749217,0.0002070666],"category_scores_gemma":[0.006181098,0.0001107121,0.0001158119,0.0002687213,0.0005816046,0.0003083613,0.0002636473,0.000144907,0.00002224297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000788594,"about_ca_system_score_gemma":0.0002089471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123079,"about_ca_topic_score_gemma":0.004395653,"domain_scores_codex":[0.9980364,0.0002947455,0.0006260889,0.0004388776,0.0001620101,0.000441825],"domain_scores_gemma":[0.995674,0.003241487,0.0001965097,0.0003945013,0.0001381913,0.0003552726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0013219,0.000715356,0.9884323,0.0001356597,0.0001394599,0.00001392976,0.00001598815,0.000004430724,0.000038491,0.000539316,0.0006023542,0.008040834],"study_design_scores_gemma":[0.005557147,0.003093212,0.9879115,0.000886183,0.000109891,0.0000644377,0.00007137849,0.00004084441,0.00001614249,0.001681827,0.00042126,0.0001462066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934655,0.0003843411,0.0005649017,0.00227542,0.00009851124,0.001298295,0.0001642598,0.00005533782,0.001693393],"genre_scores_gemma":[0.998221,0.000333452,0.0006864308,0.0002539672,0.00002369502,0.0001394218,0.00001900049,0.00002458531,0.0002984298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007894628,"threshold_uncertainty_score":0.7399798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171338501790409,"score_gpt":0.3703827793528223,"score_spread":0.3486693943349182,"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."}}