{"id":"W4400406165","doi":"10.1007/s10439-024-03561-6","title":"Evaluation of the Transfemoral Bone–Implant Interface Properties Using Vibration Analysis","year":2024,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"U.S. Department of Defense","keywords":"Vibration; Implant; Interface (matter); Materials science; Structural engineering; Biomedical engineering; Computer science; Orthodontics; Engineering; Composite material; Medicine; Acoustics; Physics; Surgery","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":[0.0005675878,0.0003216784,0.0002660996,0.0006677604,0.0001801537,0.0003772083,0.000224073,0.0004659716,0.002012942],"category_scores_gemma":[0.001020361,0.0001542049,0.0002329254,0.000400051,0.0002741139,0.0004487423,0.0002519625,0.0002468289,0.0002512017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238417,"about_ca_system_score_gemma":0.0001216731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005005329,"about_ca_topic_score_gemma":0.0006581283,"domain_scores_codex":[0.9997057,0.00004727515,0.0000184431,0.00004204269,0.0001510918,0.00003538487],"domain_scores_gemma":[0.9993628,0.0002750836,0.00008191974,0.00002727123,0.0002285568,0.00002440836],"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":[0.0004772241,0.00005847727,0.004967187,0.00009478301,0.00001417588,0.00006328674,0.00009754184,0.0005403652,0.9700253,0.00006097113,0.0000683917,0.02353229],"study_design_scores_gemma":[0.00004845033,0.003170266,0.1416395,0.00003303465,0.0001654194,0.0008969344,0.0005954618,0.03556745,0.8158163,0.0002718609,0.00173026,0.00006510509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716308,0.0006687759,0.02642418,0.00004860968,0.00003417529,0.00004144125,0.0001308334,0.00008779424,0.0009333998],"genre_scores_gemma":[0.9945509,0.0001545636,0.004680505,0.00002240084,0.00001060486,0.00001991307,0.00006340647,0.00001231203,0.0004855397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002012942,"threshold_uncertainty_score":0.006733954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08899407259300082,"score_gpt":0.3345304169247302,"score_spread":0.2455363443317294,"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."}}