{"id":"W4392095189","doi":"10.1302/3114-240560","title":"The Impact and Cost-Analysis of Prophylactic Intranasal Photodynamic Disinfection Therapy (nPDT) and Chlorhexidine Gluconate (CHG) Body Wipes on Surgical Site Infection in Adult Spine Surgery","year":2024,"lang":"en","type":"dataset","venue":"OrthoMedia","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nasal administration; Chlorhexidine; Chlorhexidine gluconate; Photodynamic therapy; Surgery; Surgical site infection; Dentistry; Pharmacology; Chemistry","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":[0.002741294,0.0005133922,0.0006046757,0.002285776,0.0002789552,0.001701185,0.0005815008,0.0005970311,0.001310889],"category_scores_gemma":[0.009111794,0.0002855003,0.0022404,0.002287044,0.0003100602,0.0007305705,0.0007101254,0.0008041511,0.00008740451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007847572,"about_ca_system_score_gemma":0.003751247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07333134,"about_ca_topic_score_gemma":0.0643775,"domain_scores_codex":[0.9974215,0.0009829252,0.0001799843,0.000143899,0.0009075084,0.0003641484],"domain_scores_gemma":[0.9946312,0.0029181,0.001048451,0.0001201207,0.0008611521,0.00042086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009224493,0.001022035,0.6411968,0.003251504,0.004351046,0.001036359,0.0002125156,0.05323244,0.00151217,0.004166082,0.008507756,0.2722869],"study_design_scores_gemma":[0.0004065429,0.005342268,0.9126558,0.001207137,0.003556226,0.00152909,0.001443506,0.06048479,0.001877566,0.001511268,0.009857085,0.0001286593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9545335,0.03145722,0.001849855,0.003945916,0.0001491019,0.0002962246,0.002791394,0.00003289881,0.004944011],"genre_scores_gemma":[0.9886706,0.007665217,0.001631018,0.0002838392,0.00006190388,0.00003845668,0.001122027,0.000009534058,0.000517378],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.07333134,"threshold_uncertainty_score":0.1458091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00983411686761495,"score_gpt":0.3060784674855141,"score_spread":0.2962443506178992,"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."}}