{"id":"W4238240765","doi":"10.21203/rs.2.14157/v1","title":"Occurrence and determinants of Klebsiella species bloodstream infection in the western interior of British Columbia, Canada","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Bloodstream infection; Klebsiella; Geography; Biology; Microbiology; Escherichia coli; Genetics","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":[0.0007628567,0.00006827378,0.0001935071,0.00003757331,0.00003179649,0.0001081998,0.0002476493,0.0001373254,0.00001671144],"category_scores_gemma":[0.0004968597,0.00008652049,0.00003944207,0.00009155331,0.000159996,0.000002850016,0.0004516784,0.0002627053,4.457742e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000271414,"about_ca_system_score_gemma":0.0005657806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8382266,"about_ca_topic_score_gemma":0.985624,"domain_scores_codex":[0.9986478,0.0003130838,0.0003048256,0.0003123078,0.0002554939,0.0001664702],"domain_scores_gemma":[0.9990222,0.00007653999,0.0001346039,0.0004301062,0.0003060429,0.00003045928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001011982,0.00004238958,0.9742702,0.0008985478,0.000007589143,0.000002931866,0.00008651133,0.000002559904,0.02084698,1.193225e-7,0.001361143,0.002470906],"study_design_scores_gemma":[0.0001450586,0.0001205305,0.9930239,0.0005262218,0.000004502892,0.000009278876,0.0002311582,0.00001712632,0.004739817,0.00000696019,0.001091392,0.00008410653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984058,0.0001965432,0.000002587916,0.00002156787,0.000138513,0.0004257661,0.0007146024,0.000001590027,0.00009308309],"genre_scores_gemma":[0.9988032,0.0004934334,0.000008349056,0.000007012323,0.00003778124,0.00002226651,0.0001740087,0.000004663888,0.0004492731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473974,"threshold_uncertainty_score":0.3528203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074818439715418,"score_gpt":0.3358677479217702,"score_spread":0.295119563524616,"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."}}