{"id":"W2993362301","doi":"10.1016/j.jhin.2019.11.023","title":"Evaluation of a new sink design incorporating ozonated water","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Sink (geography); Environmental science; Bioburden; Contamination; Ozone; Computer science; Chemistry; Ecology; Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003107064,0.0001083989,0.000325984,0.0003026538,0.00003674273,0.00001560395,0.00003164447,0.0001294962,0.0003104584],"category_scores_gemma":[0.0006741635,0.00007712698,0.0001555499,0.0001996405,0.00001786936,0.0003783031,0.00001224497,0.000317138,0.00004860535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004191849,"about_ca_system_score_gemma":0.0005633516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964077,"about_ca_topic_score_gemma":0.000006776538,"domain_scores_codex":[0.9979877,0.0002540731,0.0006893391,0.000103267,0.0008263736,0.0001392756],"domain_scores_gemma":[0.9955425,0.00006007994,0.0006462123,0.0001300019,0.003517078,0.0001040907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001240035,0.00104294,0.6476582,0.0003868031,0.0008484932,0.00002719387,0.002476527,0.03237189,0.1979057,0.0002049564,0.00210481,0.1137325],"study_design_scores_gemma":[0.02352602,0.0420607,0.56941,0.00156532,0.002430032,0.001299148,0.0003736536,0.06889255,0.2787281,0.01008515,0.001046725,0.0005826224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891946,0.0001302218,0.006238506,0.000859431,0.002205256,0.0006920397,3.328275e-7,0.00001973999,0.0006598943],"genre_scores_gemma":[0.9983802,0.00001122908,0.0009131175,0.00006763542,0.0005183758,0.000003488014,0.000003361798,0.00001732942,0.00008524957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131499,"threshold_uncertainty_score":0.3399301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302936054025961,"score_gpt":0.3372207069197031,"score_spread":0.2841913463794435,"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."}}