{"id":"W4399983274","doi":"10.3389/fbioe.2024.1371693","title":"Cortico-cancellous osseointegration into additively manufactured titanium implants using a load-bearing femoral ovine model","year":2024,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"AccelLab (Canada)","funders":"","keywords":"Osseointegration; Materials science; Implant; Biomedical engineering; Titanium; Load bearing; Titanium alloy; Dentistry; Prosthesis Implantation; Alloy; Medicine; Surgery; Prosthesis; Composite material; Metallurgy","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":[0.0009195764,0.0007993124,0.0004065367,0.001424091,0.0002600342,0.000599419,0.0007221957,0.00101099,0.001537115],"category_scores_gemma":[0.0004445971,0.0004769524,0.0005542524,0.0003722498,0.0008644772,0.0004665711,0.0004280466,0.0009280444,0.0004833966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155356,"about_ca_system_score_gemma":0.0003914553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298666,"about_ca_topic_score_gemma":0.002307852,"domain_scores_codex":[0.9992685,0.00008227426,0.00007248308,0.0001853864,0.0002850247,0.0001063356],"domain_scores_gemma":[0.9989735,0.0002650247,0.0003839347,0.000180561,0.00009767585,0.00009934401],"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":[0.0004452406,0.0002469758,0.0002146076,0.00007499944,0.000007987041,0.0001119824,0.00007892188,0.0001583986,0.9969662,0.0001004465,0.00001407357,0.001580283],"study_design_scores_gemma":[0.00008116254,0.008660248,0.005555691,0.00003791328,0.00007996057,0.0005009221,0.0001381065,0.002038269,0.979848,0.00008818103,0.002946668,0.0000247944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928209,0.0008489313,0.00492078,0.00003889199,0.00004402918,0.0001012393,0.0002982881,0.00005818225,0.0008688613],"genre_scores_gemma":[0.9857487,0.0007169517,0.009626947,0.00002565433,0.00002018962,0.0001354234,0.0004303764,0.00002834968,0.0032674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001537115,"threshold_uncertainty_score":0.005142152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089283183701988,"score_gpt":0.2419615623416896,"score_spread":0.2310687305046698,"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."}}