{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005825301,0.0005985005,0.0009658189,0.001609698,0.001378358,0.004584399,0.001697884,0.005647237,0.3523962],"category_scores_gemma":[0.04590341,0.0004379604,0.00146439,0.001397582,0.001594585,0.005996619,0.002888577,0.005070728,0.1985727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659831,"about_ca_system_score_gemma":0.006303884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005570406,"about_ca_topic_score_gemma":0.008677839,"domain_scores_codex":[0.9967365,0.001297166,0.0003750675,0.0002221754,0.00100206,0.000367046],"domain_scores_gemma":[0.9814997,0.004163257,0.002325423,0.00102612,0.005643062,0.005342339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005597748,0.000022371,0.0002055126,0.0008019146,0.00000737263,0.0000403483,0.00009319856,0.000008036635,0.00003837576,0.000954782,0.9318454,0.06592675],"study_design_scores_gemma":[0.00004826202,0.00003161224,0.0006599055,0.002930093,0.00001426632,0.0001113153,0.0001670486,0.000009107433,0.0000302318,0.0009809075,0.9950029,0.00001439122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001031874,0.03441853,0.001749878,0.5174601,0.09022955,0.0008439553,0.003992132,0.001975955,0.348298],"genre_scores_gemma":[0.01347082,0.05953775,0.006529566,0.4531774,0.05283086,0.002059129,0.00492298,0.001628109,0.4058434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3523962,"threshold_uncertainty_score":0.9237282,"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."}}