{"id":"W4224244375","doi":"10.1016/j.mtla.2022.101433","title":"Nature of fretting corrosion products in CoCrMo hip implants from in vivo study to in vitro simulation","year":2022,"lang":"en","type":"article","venue":"Materialia","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Fretting; Corrosion; Materials science; Simulated body fluid; Metallurgy; Alloy; Particle (ecology); Chromium; Composite material; Scanning electron microscope","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003465181,0.0002536739,0.0002480822,0.0003212913,0.0001684254,0.0004088577,0.0002281879,0.0003670598,0.001476022],"category_scores_gemma":[0.0006079461,0.0002543302,0.0002873188,0.0002041004,0.00049497,0.000308237,0.0001182998,0.0003171869,0.0001856676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486501,"about_ca_system_score_gemma":0.0001914207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203244,"about_ca_topic_score_gemma":0.001981229,"domain_scores_codex":[0.9997835,0.00003018469,0.00001335547,0.00003795791,0.00008915523,0.00004589068],"domain_scores_gemma":[0.9995527,0.0001345643,0.0001177462,0.00003722058,0.0001280966,0.00002965596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004782986,0.00005004301,0.002178037,0.0001388577,0.00001603832,0.0005034816,0.0002138026,0.001096285,0.9901981,0.0002170958,0.00006851873,0.004841409],"study_design_scores_gemma":[0.00001897591,0.0006642366,0.02142431,0.0000214785,0.00005448454,0.0006405021,0.0002768912,0.007207195,0.96829,0.00009016953,0.001289604,0.00002219605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995078,0.0009465615,0.002746425,0.00002456216,0.00001578344,0.00002298469,0.00009379144,0.00002917457,0.001042863],"genre_scores_gemma":[0.9970316,0.0002514337,0.001389807,0.00001343677,0.000004286888,0.000009714745,0.00007302623,0.00001375485,0.001212923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001476022,"threshold_uncertainty_score":0.004937768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500931339159193,"score_gpt":0.2811902194076163,"score_spread":0.2661809060160244,"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."}}