{"id":"W4411598104","doi":"10.36584/cjic.2021.002.02.94.96","title":"Improving patient, family, and visitor hand hygiene on a paediatric oncology/hematology/bone marrow transplant unit","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bone marrow transplant; Medicine; Hematology; Hygiene; Visitor pattern; Internal medicine; Bone marrow transplantation; Bone marrow; Oncology; Intensive care medicine; Pathology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001902528,0.0002183128,0.0002021878,0.0002749809,0.001325542,0.0005519957,0.000599922,0.0002874408,0.007687437],"category_scores_gemma":[0.009059561,0.0001345995,0.0002725213,0.0002750989,0.0002971865,0.0003067422,0.001111053,0.0005615861,0.0003525159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750743,"about_ca_system_score_gemma":0.006697179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03740811,"about_ca_topic_score_gemma":0.0852873,"domain_scores_codex":[0.9977151,0.001332421,0.00009594747,0.00008956945,0.000322101,0.0004448688],"domain_scores_gemma":[0.9950436,0.001107509,0.001114212,0.000151341,0.0005269144,0.002056407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005803881,0.005281247,0.5800432,0.0007546636,0.0001244026,0.0007496937,0.008116375,0.000626708,0.002451394,0.0001935242,0.0139902,0.3870882],"study_design_scores_gemma":[0.00007733712,0.002937243,0.9791977,0.0004536847,0.00007526449,0.0004634075,0.007586621,0.0006187657,0.00121224,0.00008601446,0.007261732,0.00002992913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929842,0.0004046685,0.0002834538,0.001508989,0.00002772643,0.0001259306,0.00008411648,0.00004279593,0.004538159],"genre_scores_gemma":[0.9953492,0.0006228494,0.002264412,0.0003776368,0.0000236881,0.0000895765,0.00006874123,0.000006473726,0.001197408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03740811,"threshold_uncertainty_score":0.07438076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902900205775482,"score_gpt":0.2963429410258849,"score_spread":0.2673139389681301,"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."}}