{"id":"W4389031614","doi":"10.1093/ofid/ofad500.790","title":"729. I Can CPO Clearing Now, the Iso is Gone","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Protocol (science); Randomized controlled trial; Cochrane Library; Isolation (microbiology); Infection control; Clearing; Emergency medicine; Internal medicine; Intensive care medicine; Alternative medicine; Pathology; Bioinformatics","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":[0.0001652948,0.000114847,0.0001036503,0.00002939799,0.0004273251,0.0003345776,0.000375727,0.00007966965,0.0001946046],"category_scores_gemma":[0.000233425,0.00009469406,0.00008775551,0.0002097436,0.00006683818,0.000008272695,0.00053355,0.00008203823,0.0002612845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001758602,"about_ca_system_score_gemma":0.00007383966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003911204,"about_ca_topic_score_gemma":0.001191518,"domain_scores_codex":[0.999103,0.00006618606,0.0001662839,0.0003259312,0.00008599286,0.0002526617],"domain_scores_gemma":[0.9992502,0.0000231841,0.00006793371,0.0004966785,0.00007160578,0.0000903875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007653573,0.0002032181,0.5172073,0.00004999606,0.0001545617,0.000004970586,0.0002343375,0.00006502115,0.1873882,0.0008217719,0.282007,0.01178716],"study_design_scores_gemma":[0.001369393,0.000338799,0.7168707,0.00005919759,0.0001104879,0.00002349833,0.001095504,0.0003891646,0.02890474,0.002826029,0.2472724,0.000740129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881145,0.00006753349,0.00002452801,0.00381681,0.0003578258,0.0003865756,0.00009679332,0.00009193995,0.00704343],"genre_scores_gemma":[0.9926181,0.0000780824,0.000007716934,0.002340008,0.0001196426,0.00006676018,0.0002414563,0.0000236631,0.004504499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996634,"threshold_uncertainty_score":0.3861511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737002682666594,"score_gpt":0.2858779106480784,"score_spread":0.2685078838214125,"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."}}