{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001202847,0.0005328903,0.001318062,0.001768152,0.0001130587,0.0001171666,0.00005610873,0.0004859278,0.0005063688],"category_scores_gemma":[0.0004163199,0.0003389678,0.0006289866,0.002264717,0.0002801038,0.000162626,0.0000597282,0.001006641,0.00003404432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133197,"about_ca_system_score_gemma":0.0001495653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003265115,"about_ca_topic_score_gemma":0.004908037,"domain_scores_codex":[0.9970173,0.0003435884,0.0009530783,0.0007187384,0.000568372,0.0003988888],"domain_scores_gemma":[0.9975647,0.001081225,0.0004662698,0.0004705442,0.000186395,0.0002308238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01431735,0.00406696,0.7012257,0.003263375,0.01561435,0.0015551,0.0002388055,0.0002828882,0.003025808,0.00004401115,0.0568434,0.1995223],"study_design_scores_gemma":[0.002776796,0.001340605,0.874425,0.0006700142,0.003296826,0.0002925626,0.00001042428,0.001696414,0.0003005712,0.00005513881,0.1145712,0.0005644594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887918,0.001084436,0.000005478438,0.0001642403,0.0005065224,0.001096468,0.1082613,0.00006082384,0.00002892938],"genre_scores_gemma":[0.6123561,0.03361142,0.000001150844,0.00002675449,0.0002131129,0.0001391402,0.3535694,0.00003840903,0.00004450364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2764357,"threshold_uncertainty_score":0.9999062,"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."}}