{"id":"W2791289218","doi":"10.1097/psn.0000000000000215","title":"Attention to Infection Prevention in Medical Aesthetic Clinics","year":2018,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Vigilance (psychology); Infection control; Beauty; Medicine; Infection risk; Public health; Risk prevention; Medical emergency; Intensive care medicine; Nursing; Psychology; Risk analysis (engineering); Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009492427,0.0005534191,0.0009066046,0.001908045,0.00984377,0.004471599,0.002008517,0.006089375,0.01810433],"category_scores_gemma":[0.05276205,0.000709501,0.0007945987,0.000840131,0.003345218,0.003118852,0.004880269,0.008817162,0.002195502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877902,"about_ca_system_score_gemma":0.02413405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089389,"about_ca_topic_score_gemma":0.02041529,"domain_scores_codex":[0.9844621,0.00680149,0.000954728,0.0006063961,0.005303845,0.001871386],"domain_scores_gemma":[0.9468274,0.01761807,0.005946452,0.001607901,0.01112357,0.01687662],"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":[0.0001284664,0.001983201,0.03871283,0.003654485,0.00006860458,0.004749035,0.01504255,0.000399314,0.00257836,0.005707721,0.3975603,0.5294152],"study_design_scores_gemma":[0.0002402038,0.001649492,0.2375354,0.02155201,0.0001640433,0.01870074,0.05634836,0.000933168,0.002485443,0.02600658,0.6340015,0.0003831261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05271025,0.04234978,0.007012722,0.7653111,0.01097104,0.0008361891,0.00005941961,0.0008637908,0.1198858],"genre_scores_gemma":[0.5730249,0.07150353,0.02508372,0.2857852,0.01750036,0.001224202,0.00011316,0.0003301574,0.02543469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01810433,"threshold_uncertainty_score":0.06056499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027225380187573,"score_gpt":0.3842401079720921,"score_spread":0.3570147277845191,"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."}}