{"id":"W2141762451","doi":"10.1115/1.4000869","title":"Robust and General Method for Determining Surface Fluid Flow Boundary Conditions in Articular Cartilage Contact Mechanics Modeling","year":2010,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Calgary","keywords":"Tribology; Mechanics; Cartilage; Contact mechanics; Finite element method; Flow (mathematics); Materials science; Fluid dynamics; Fluid mechanics; Contact area; Lubrication; Joint (building); Boundary element method; Mechanical engineering; Structural engineering; Engineering; Composite material; Physics; Anatomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007672684,0.0001828553,0.0005259214,0.0002301554,0.000054419,0.00004348847,0.00007548132,0.0001590023,0.0000240734],"category_scores_gemma":[0.0004837713,0.0001652321,0.0001817939,0.000166773,0.000009685504,0.000213473,0.00004545944,0.0004885495,0.000001255449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000639424,"about_ca_system_score_gemma":0.00008823495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004919581,"about_ca_topic_score_gemma":0.00001402943,"domain_scores_codex":[0.9986247,0.00001913746,0.0006323584,0.0001788715,0.0002229645,0.0003219497],"domain_scores_gemma":[0.9991561,0.0001864797,0.0001119046,0.0001486479,0.0001238799,0.000273031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000673529,0.00004008957,0.00002875333,0.00006596591,0.00004423591,0.000106549,0.00007188205,0.1170591,0.8812763,0.0005309856,0.000008129468,0.0007006404],"study_design_scores_gemma":[0.002109921,0.0003446776,0.0000663921,0.0001435004,0.00009814248,0.001104746,0.00005035255,0.9249883,0.07054964,0.0001435939,0.000248203,0.000152586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4978372,0.000086798,0.5013551,0.0001899074,0.0003804565,0.0001240872,0.000007747071,0.00001737652,0.000001385623],"genre_scores_gemma":[0.6477403,0.00001267731,0.3520073,0.00006293922,0.00013462,0.000003301619,0.0000023332,0.00002935473,0.000007147999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8107267,"threshold_uncertainty_score":0.6737969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922353865814005,"score_gpt":0.2729175804506319,"score_spread":0.2536940417924919,"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."}}