{"id":"W2344795594","doi":"10.1373/clinchem.2016.256941","title":"Ready, Set, Type! Proteomics vs Agglutination for Escherichia coli H Antigen Confirmation","year":2016,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Escherichia coli; Agglutination (biology); Microbiology; Antigen; Enterobacteriaceae; Latex fixation test; Biology; Chemistry; Computational biology; Virology; Immunology; Antibody; Biochemistry; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002439314,0.001701975,0.001114349,0.002086325,0.0009296918,0.003283319,0.002837291,0.002160154,0.09033623],"category_scores_gemma":[0.005051155,0.001333922,0.001081035,0.001320644,0.0006877178,0.002421924,0.001989187,0.002219265,0.1598581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007277938,"about_ca_system_score_gemma":0.001216964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007636,"about_ca_topic_score_gemma":0.001731736,"domain_scores_codex":[0.9972261,0.0004035053,0.0002335668,0.0004382432,0.001437024,0.0002616179],"domain_scores_gemma":[0.9970084,0.0005326886,0.000324205,0.0009060068,0.0008132685,0.0004154169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001232076,0.0002726934,0.002440532,0.0009894382,0.00004856785,0.000659366,0.00008095017,0.0002310313,0.1757089,0.004661251,0.6494253,0.1642499],"study_design_scores_gemma":[0.0001340637,0.0004792981,0.004046626,0.0002477223,0.00004944676,0.002793915,0.00009750745,0.002945713,0.1883028,0.003323108,0.7974131,0.0001667625],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03785579,0.01325782,0.4479645,0.03335377,0.03699955,0.004272485,0.07585538,0.166642,0.1837986],"genre_scores_gemma":[0.09594161,0.01188083,0.6016127,0.02941072,0.006850902,0.002039062,0.06877223,0.02522697,0.1582649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09033623,"threshold_uncertainty_score":0.3022048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06612783598820508,"score_gpt":0.3836323754754505,"score_spread":0.3175045394872454,"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."}}