{"id":"W4246953945","doi":"10.21203/rs.2.18496/v1","title":"Comparison of Accelerate PhenoTest™ BC Kit vs. MALDI-TOF MS/VITEK®2 System for the Rapid Identification and Antimicrobial Susceptibility Testing of Gram-negative Bacilli Causing Bloodstream Infections","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":"Calgary Laboratory Services; University of Calgary","funders":"University of Calgary","keywords":"Bacilli; Antimicrobial; Microbiology; Bloodstream infection; Identification (biology); Gram; Medicine; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004047937,0.0009025842,0.001024794,0.001538528,0.0004382104,0.001909148,0.001313444,0.001359726,0.00427401],"category_scores_gemma":[0.005488813,0.0005551616,0.0005249548,0.000728547,0.0004479325,0.001275135,0.001211381,0.0007978426,0.002139051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006822408,"about_ca_system_score_gemma":0.0007391686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568632,"about_ca_topic_score_gemma":0.001841064,"domain_scores_codex":[0.9970548,0.0008122572,0.0002308039,0.0006146031,0.001045339,0.0002421523],"domain_scores_gemma":[0.9968588,0.001291422,0.0002531215,0.0002410936,0.001105102,0.000250458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02561818,0.0006636566,0.01125367,0.002106542,0.0005398915,0.0002002632,0.0003308924,0.00103356,0.7921375,0.0005190539,0.003622588,0.1619742],"study_design_scores_gemma":[0.0006379157,0.01057583,0.08935378,0.0002130864,0.001393657,0.002689249,0.0003824363,0.03179972,0.8469786,0.0006507403,0.01502385,0.0003011184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197461,0.02049422,0.04696076,0.0008930936,0.00104663,0.0003731711,0.00262531,0.003339253,0.004521375],"genre_scores_gemma":[0.9130425,0.006291643,0.06809688,0.0006584602,0.0002754339,0.0003051283,0.004058293,0.0007427057,0.006528961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00427401,"threshold_uncertainty_score":0.02140778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079374797759263,"score_gpt":0.3974531075132727,"score_spread":0.2895156277373464,"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."}}