{"id":"W4414066041","doi":"10.1302/1358-992x.2025.6.082","title":"METAL AND ESSENTIAL OILS-BASED ANTIBACTERIAL SOLUTIONS: TOWARDS PATIENT-SPECIFIC IMPLANTABLE DEVICES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Biocompatibility; Biocompatible material; Adhesion; Substrate (aquarium); Deposition (geology); Antimicrobial","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":[0.0002606778,0.0007384145,0.0002069869,0.0003853091,0.0001052847,0.0004045646,0.000336837,0.0006998062,0.0007309456],"category_scores_gemma":[0.000313222,0.0001925959,0.0002850188,0.0001618168,0.000168636,0.0003079708,0.0004240955,0.0004088598,0.0004950058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129917,"about_ca_system_score_gemma":0.0001533685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002448269,"about_ca_topic_score_gemma":0.0003750758,"domain_scores_codex":[0.9997863,0.00003756915,0.00001942945,0.00004552991,0.00008163503,0.00002958566],"domain_scores_gemma":[0.9998767,0.00002247671,0.00004376155,0.000008361059,0.00003271384,0.00001597828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004127078,0.00002065155,0.000111432,0.0002579653,0.000007292581,0.0000694087,0.00002673755,0.00007433497,0.9871386,0.0001475866,0.00009844496,0.01200622],"study_design_scores_gemma":[0.00001107799,0.0003124807,0.0006695302,0.00003892902,0.00002910099,0.0005473496,0.00003008942,0.0003527887,0.9871392,0.00008343431,0.0107769,0.000009240052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7840008,0.1148671,0.0882329,0.001354803,0.0005323088,0.0003137302,0.0004436582,0.0005089674,0.00974577],"genre_scores_gemma":[0.894887,0.03446491,0.06268821,0.0005617464,0.0001385664,0.0001299734,0.0002629634,0.00006863109,0.006798014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0007384145,"threshold_uncertainty_score":0.002445221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191335294099103,"score_gpt":0.2437679810181823,"score_spread":0.2318546280771912,"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."}}