{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005509951,0.0002519812,0.0003724461,0.0009706277,0.0004654417,0.0006093529,0.0003263468,0.0004927534,0.0009624235],"category_scores_gemma":[0.003150102,0.0002268651,0.0002131298,0.0009043317,0.0004283507,0.0005376445,0.0005342548,0.0005142902,0.0001627226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627511,"about_ca_system_score_gemma":0.0004739338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973467,"about_ca_topic_score_gemma":0.004988987,"domain_scores_codex":[0.9992462,0.0001347155,0.0001232267,0.0001598906,0.0001975965,0.0001384007],"domain_scores_gemma":[0.9952511,0.0004297053,0.003123224,0.00009990766,0.0004103903,0.000685612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000253912,0.000008065949,0.9992273,0.000004809169,0.000004984076,0.0001391654,0.00002887607,0.00001325165,0.00006167277,0.000004580013,0.00003662807,0.0004453795],"study_design_scores_gemma":[0.000001444955,0.00005138434,0.9988447,0.000006819682,0.000003810613,0.0008802512,0.0001020581,0.00004681615,0.00001472106,0.000005513306,0.00004109019,0.000001318202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998556,0.0007059874,0.00005005296,0.00007350891,0.000005936834,0.00001132042,0.0002607032,0.000004194797,0.0003321933],"genre_scores_gemma":[0.9995414,0.0001637058,0.00003908098,0.00001920229,0.0000120535,0.000006023275,0.0001928661,8.071891e-7,0.00002489574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004973467,"threshold_uncertainty_score":0.009889066,"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."}}