{"id":"W2392599251","doi":"","title":"Impact of promotion of hand hygiene on prevention of nosocomial infections","year":2013,"lang":"en","type":"article","venue":"Zhongguo yiyuan ganranxue zazhi","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hygiene; Medicine; Incidence (geometry); Promotion (chess); Quarter (Canadian coin); Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009774682,0.0004149163,0.0002920511,0.0005291869,0.0003089436,0.0003829649,0.000244374,0.0003713077,0.003664394],"category_scores_gemma":[0.002610366,0.00008948953,0.0003403007,0.0002712355,0.0002171656,0.0002899769,0.000534282,0.0003986087,0.0002351616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003065469,"about_ca_system_score_gemma":0.001436952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970453,"about_ca_topic_score_gemma":0.002029807,"domain_scores_codex":[0.9990651,0.0004523871,0.00004882119,0.00006393783,0.0002054734,0.0001642969],"domain_scores_gemma":[0.9987037,0.0003506791,0.0003438222,0.00004550365,0.0002260208,0.0003303256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001746994,0.004859707,0.1379268,0.005580003,0.0002947504,0.0005405785,0.0008344139,0.001061419,0.01471476,0.001000113,0.003022002,0.8284185],"study_design_scores_gemma":[0.0003150849,0.009025633,0.9555357,0.00345298,0.0005418787,0.0006396332,0.001494135,0.0009028173,0.007066582,0.001222204,0.01976493,0.00003846035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968742,0.06496979,0.002695857,0.00543275,0.0004953803,0.0003755772,0.0002446812,0.0001912576,0.02872053],"genre_scores_gemma":[0.9798069,0.01498321,0.002891832,0.0004124566,0.0002035082,0.00007389412,0.0000712465,0.000007857258,0.001549193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003664394,"threshold_uncertainty_score":0.01225865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484194020885659,"score_gpt":0.3721517858792694,"score_spread":0.3373098456704128,"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."}}