{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005978494,0.00009203023,0.0002083654,0.0002743633,0.00005291361,0.00001444517,0.00003170816,0.0001674358,0.000492994],"category_scores_gemma":[0.001073065,0.00008412743,0.00008185,0.0004284758,0.0001019218,0.00005811217,0.00001187524,0.0001886983,0.0001654594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154709,"about_ca_system_score_gemma":0.00008392044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001309945,"about_ca_topic_score_gemma":0.00002137971,"domain_scores_codex":[0.9986815,0.00009090853,0.0003633501,0.0002147202,0.0004430177,0.0002065416],"domain_scores_gemma":[0.9993393,0.0001979047,0.00004173366,0.00009880515,0.00009892164,0.0002232705],"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":[0.0008834486,0.00110369,0.0590893,0.00001884322,0.000008177042,0.0001812454,0.0002161613,0.000004538261,0.0003618814,0.002193046,0.002213633,0.933726],"study_design_scores_gemma":[0.00561261,0.003802552,0.6969141,0.008269521,0.00009132327,0.001685771,0.00009308574,0.02583817,0.001020165,0.004195175,0.2518415,0.0006360821],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766832,0.00001341851,0.01155558,0.003603503,0.0009046146,0.0002256735,4.484737e-7,0.0001483985,0.006865155],"genre_scores_gemma":[0.9988967,0.00002277664,0.0004162141,0.000316645,0.00009786859,0.0000140706,0.00001298544,0.00001190735,0.0002108703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.93309,"threshold_uncertainty_score":0.5397939,"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."}}