{"id":"W6925397269","doi":"10.17605/osf.io/qu5we","title":"COSTS ASSOCIATED WITH SURGICAL SITE INFECTIONS AMONG PATIENTS UNDERGOING INTRACRANIAL PROCEDURES: A SCOPING REVIEW PROTOCOL","year":2025,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Observational study; Protocol (science); Health care; Grey literature; Intervention (counseling); MEDLINE; Neurointensive care","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":[0.04962786,0.003998314,0.01191586,0.0223305,0.003747273,0.0069782,0.00456929,0.005896804,0.04993273],"category_scores_gemma":[0.04752526,0.00340024,0.01197303,0.01389347,0.003407684,0.007267166,0.005878287,0.003631955,0.006301133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161225,"about_ca_system_score_gemma":0.06749629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362956,"about_ca_topic_score_gemma":0.008660656,"domain_scores_codex":[0.979817,0.005075404,0.009745417,0.001471807,0.003033696,0.0008567392],"domain_scores_gemma":[0.9708779,0.009686527,0.006510424,0.001478007,0.01017835,0.001268677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001915702,0.0003407334,0.001443832,0.9268258,0.00119309,0.0005968699,0.00212916,0.000675788,0.0008831422,0.002799181,0.01121618,0.04998055],"study_design_scores_gemma":[0.004068004,0.001576851,0.009225637,0.85199,0.007688794,0.000814788,0.004325085,0.0005649763,0.00134224,0.002879019,0.1153008,0.0002237795],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001262097,0.006113173,0.001086496,0.0005185719,0.0001478113,0.9833558,0.006299561,0.00004824579,0.001168267],"genre_scores_gemma":[0.001508256,0.009327517,0.004925321,0.0003123972,0.00004484759,0.9814842,0.001824601,0.000009729134,0.0005631906],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04993273,"threshold_uncertainty_score":0.2624604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08347796037263465,"score_gpt":0.4611653640917024,"score_spread":0.3776874037190677,"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."}}