{"id":"W7104252536","doi":"10.4028/p-nl5l0u","title":"Tribo-Corrosion and Wear Resistance of Biomedical Materials: A Comprehensive Review","year":2025,"lang":"","type":"article","venue":"Materials science forum","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Tribology; Wear resistance; Corrosion; Coating; Titanium alloy; Titanium; Dielectric spectroscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007351328,0.001107671,0.001787044,0.00266038,0.0003267282,0.001362185,0.0007609189,0.001107755,0.002058873],"category_scores_gemma":[0.0009973632,0.000383906,0.0006086763,0.002356039,0.0003841597,0.0015539,0.0006140589,0.0009011419,0.001035465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004053403,"about_ca_system_score_gemma":0.001071183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018489,"about_ca_topic_score_gemma":0.00122371,"domain_scores_codex":[0.999602,0.00004962045,0.00006950807,0.00008148776,0.0001625252,0.00003483396],"domain_scores_gemma":[0.9991917,0.000425738,0.0001144599,0.00002372679,0.0002150637,0.00002925741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008663791,0.0001348413,0.0004801502,0.05357761,0.0001683091,0.0002434522,0.0001731902,0.000707817,0.01052706,0.002246941,0.01281746,0.9188366],"study_design_scores_gemma":[0.00001520812,0.0005598802,0.003157092,0.007485055,0.0005430909,0.002889035,0.0002594192,0.0005309425,0.007094714,0.001592619,0.9757928,0.00008010348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003230553,0.9990016,0.0001432015,0.00005758269,0.00007821139,0.000002848469,0.00001039522,0.000005253251,0.0003778777],"genre_scores_gemma":[0.001940263,0.9971404,0.0002588376,0.00006371535,0.0001531637,0.000005500923,0.00003013327,0.000001991774,0.0004060717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00266038,"threshold_uncertainty_score":0.006887615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412768309648369,"score_gpt":0.2981621547937925,"score_spread":0.2840344716973088,"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."}}