{"id":"W4213102833","doi":"10.1093/jcag/gwab049.084","title":"A85 LIKELIHOOD OF ENDOSCOPY CANCELLATION BASED ON VANCOMYCIN-RESISTANT ENTEROCOCCI (VRE) COLONIZATION STATUS AND INFECTION CONTROL PRACTICES","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Endoscopy; Carriage; Emergency medicine; Infection control; Surgery","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":[0.00195003,0.0002991565,0.0003164785,0.001202466,0.0003444668,0.0009894539,0.0006433296,0.0006016699,0.007264917],"category_scores_gemma":[0.01316861,0.000269417,0.0008637914,0.001112396,0.0005933407,0.0009218112,0.000888954,0.0009006278,0.0004703754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771687,"about_ca_system_score_gemma":0.0007486788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005657687,"about_ca_topic_score_gemma":0.002931001,"domain_scores_codex":[0.9973773,0.0008567263,0.0003281182,0.0004953734,0.000505672,0.0004367721],"domain_scores_gemma":[0.97157,0.01043159,0.01293018,0.0005699993,0.001136331,0.003361994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008494608,0.00002372526,0.9994655,0.000003493487,0.00001693704,0.00001911641,0.00002446713,0.0000244502,0.00002785141,0.000006349884,0.00003362486,0.0002696205],"study_design_scores_gemma":[0.000003838293,0.0001200642,0.9989849,0.000005191759,0.00001125892,0.00008998483,0.0002094911,0.0004992645,0.00002691347,0.00001248749,0.0000330765,0.000003454557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999015,0.0001178002,0.00008204578,0.00007544289,0.000007037475,0.000006955459,0.0002341133,0.000003555402,0.0004580759],"genre_scores_gemma":[0.9997303,0.00001729752,0.00003421562,0.000008775005,0.000006887265,0.000004525842,0.000118266,0.000001082272,0.00007862102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007264917,"threshold_uncertainty_score":0.02430356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006215339978439004,"score_gpt":0.2278328467992651,"score_spread":0.2216175068208261,"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."}}