{"id":"W2898417311","doi":"10.5430/jnep.v9n2p98","title":"Effect of implementing infection control guidelines on minimizing surgical wound infection for patients undergoing neurosurgery","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurosurgery; Medicine; Infection control; Checklist; Surgical wound; Wound infection; Wound care; Surgical site infection; Infection rate; Intracranial infection; Patient care; Intensive care medicine; Surgery; Nursing","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":[0.001571843,0.0002756615,0.0003308314,0.0002136096,0.0003731946,0.0003233092,0.0003744642,0.0004996617,0.00221069],"category_scores_gemma":[0.01008208,0.0001402052,0.0005055134,0.0001653425,0.0001953479,0.0004306544,0.0004886954,0.0008467562,0.0002078001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972436,"about_ca_system_score_gemma":0.001528419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001758084,"about_ca_topic_score_gemma":0.003652567,"domain_scores_codex":[0.9987283,0.0005451865,0.0001617698,0.00008303834,0.0002396741,0.0002420143],"domain_scores_gemma":[0.992897,0.002591218,0.001776108,0.0001863317,0.0007430835,0.001806276],"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":[0.00966276,0.06976099,0.3873534,0.003032245,0.0004598479,0.0004863087,0.006276073,0.002246541,0.005589839,0.0001697956,0.005184433,0.5097777],"study_design_scores_gemma":[0.0009932583,0.07067661,0.9175033,0.0007181261,0.0003436608,0.0002028154,0.002673266,0.0008862372,0.002822182,0.0001305166,0.002985216,0.00006494163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975471,0.0004360492,0.00008404763,0.0005896381,0.00005077538,0.0001707784,0.00003412833,0.0000159182,0.001071553],"genre_scores_gemma":[0.9973121,0.0005234134,0.001218454,0.0002007805,0.00004319227,0.000186426,0.00005946549,0.000002107533,0.0004541492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00221069,"threshold_uncertainty_score":0.008312821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07013368810008318,"score_gpt":0.4658131158372592,"score_spread":0.395679427737176,"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."}}