{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004325667,0.0001864442,0.0004934138,0.0005858194,0.0008075042,0.00002953917,0.00006163267,0.0003519027,0.0001585425],"category_scores_gemma":[0.002609726,0.0001681405,0.0001359778,0.0003109316,0.000109447,0.0001361043,0.000009384526,0.00106001,0.00002938707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561923,"about_ca_system_score_gemma":0.00326431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046753,"about_ca_topic_score_gemma":0.02962057,"domain_scores_codex":[0.9976344,0.0007805777,0.0007612102,0.0001944158,0.0001598896,0.0004695516],"domain_scores_gemma":[0.9940917,0.001591828,0.0005609016,0.0001489466,0.002919801,0.0006868152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008794999,0.0001201155,0.8642222,0.0003798534,0.0003982754,0.005078773,0.007081769,0.0001822407,0.009178603,0.001590343,0.04644538,0.0644429],"study_design_scores_gemma":[0.03190871,0.01149303,0.3928909,0.005811242,0.00126893,0.005190535,0.01739027,0.0009252233,0.002885114,0.0006302159,0.5279496,0.001656226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829186,0.00249122,0.00116469,0.001419096,0.009337481,0.0003416432,0.0001525171,0.00001370559,0.002161097],"genre_scores_gemma":[0.9909211,0.0001336635,0.00004755445,0.008197844,0.0005357488,0.0000172475,0.00001452881,0.00002134856,0.0001109226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4815042,"threshold_uncertainty_score":0.9880863,"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."}}