{"id":"W3170038234","doi":"10.1038/s41598-021-01198-2","title":"Assessment of cleaning methods on bacterial burden of hospital privacy curtains: a pilot randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Disinfectant; Medicine; Bacterial colony; Contamination; Log reduction; Infection control; Randomized controlled trial; Surgery; Bacteria; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00604339,0.002563312,0.005230245,0.0007626986,0.0008629748,0.001503241,0.001701969,0.004286602,0.008254386],"category_scores_gemma":[0.008785967,0.001309919,0.003346698,0.0008757101,0.002539931,0.001856973,0.0009342071,0.003425864,0.0007826777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316517,"about_ca_system_score_gemma":0.002280216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830895,"about_ca_topic_score_gemma":0.002342948,"domain_scores_codex":[0.994109,0.004054442,0.000384023,0.0006374561,0.0003436923,0.000471388],"domain_scores_gemma":[0.9927422,0.003461326,0.001423274,0.0005524617,0.0006595638,0.001161149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.984008,0.01076305,0.0002269418,0.0005620656,0.0006259693,0.0000161777,0.00003301276,0.0001247749,0.0006047482,0.00003451883,0.0001697043,0.002831179],"study_design_scores_gemma":[0.8910335,0.1071045,0.0007143735,0.00004155669,0.0004347684,0.000006092882,0.00002634073,0.0002439575,0.0001678719,0.00007096407,0.000143943,0.00001221594],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691206,0.003500425,0.001436329,0.0007862638,0.001260272,0.02189918,0.0007321516,0.0001444237,0.001120385],"genre_scores_gemma":[0.9565435,0.001692263,0.00484345,0.001034879,0.0007743688,0.03257512,0.0003745533,0.00002609712,0.002135829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008254386,"threshold_uncertainty_score":0.0319609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394906079585552,"score_gpt":0.3989296031102991,"score_spread":0.3649805423144436,"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."}}