{"id":"W4234738756","doi":"10.21203/rs.2.14157/v2","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":false,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Bloodstream infection; Klebsiella; Microbiology; Geography; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003346402,0.0003435978,0.0003890512,0.002237684,0.002869515,0.001408589,0.001383037,0.0005013771,0.004275285],"category_scores_gemma":[0.001789387,0.0004390586,0.0003592859,0.004107682,0.0007379896,0.0003941488,0.000969467,0.0007562469,0.0004945692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01772591,"about_ca_system_score_gemma":0.02363916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974119,"about_ca_topic_score_gemma":0.9987302,"domain_scores_codex":[0.9993204,0.00005377352,0.00006192671,0.0001079046,0.000168785,0.0002871809],"domain_scores_gemma":[0.9977458,0.0001410863,0.0002668003,0.00005342351,0.001130205,0.0006627282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008209184,0.00003712175,0.9913128,0.0000462604,0.00003967306,0.0001904191,0.001098229,0.0001059943,0.000443893,0.0001031603,0.00185735,0.004682964],"study_design_scores_gemma":[0.000003646619,0.000008353318,0.9965654,0.00003745358,0.00001554684,0.00005796351,0.002378662,0.0001368975,0.00004825453,0.00001489994,0.0007236965,0.000009280592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885084,0.0009773319,0.0001336196,0.0003563014,0.00002130326,0.00004677512,0.00515313,0.00002394459,0.004779038],"genre_scores_gemma":[0.9948089,0.000603666,0.0001722384,0.00009303364,0.000006223718,0.00001879597,0.00123728,0.00001023829,0.003049548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772591,"threshold_uncertainty_score":0.1286111,"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."}}