{"id":"W2131383841","doi":"10.1142/s021951941550061x","title":"A THREE-DIMENSIONAL COMPUTER MODEL TO SIMULATE SPONGY BONE REMODELING UNDER OVERLOAD USING A SEMI-MECHANISTIC BONE REMODELING THEORY","year":2015,"lang":"en","type":"article","venue":"Journal of Mechanics in Medicine and Biology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa","funders":"University of Calgary","keywords":"Bone remodeling; Osteocyte; Bone resorption; Bone remodeling period; Resorption; Function (biology); Biomedical engineering; Materials science; Chemistry; Medicine; Biology; Osteoblast; Cell biology; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003237294,0.000262946,0.0009644449,0.0005295869,0.00007489719,0.000008637317,0.00008747649,0.0002422036,0.00002263112],"category_scores_gemma":[0.0004089476,0.0001760175,0.00009127222,0.0002036358,0.00006364907,0.00008063918,0.000143268,0.0006156806,0.000002051357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167246,"about_ca_system_score_gemma":0.0003292244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003701675,"about_ca_topic_score_gemma":0.00002875426,"domain_scores_codex":[0.9977742,0.0001148136,0.001015682,0.0003165271,0.0003670682,0.0004117137],"domain_scores_gemma":[0.9983703,0.0002391912,0.0003602862,0.0001926387,0.0003865912,0.000450993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009278341,0.0005118768,0.0005339161,0.0001918824,0.0003035131,0.001901376,0.001795884,0.7329239,0.151982,0.0347433,0.001099126,0.06473485],"study_design_scores_gemma":[0.004521011,0.001826439,0.00001227757,0.0009973206,0.0001658504,0.005801597,0.00025401,0.914248,0.0000382184,0.07174393,0.0002161883,0.0001751153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5080522,0.001275454,0.4889251,0.001036739,0.0005465252,0.0001354629,0.000004195797,0.000009291312,0.00001503562],"genre_scores_gemma":[0.9414703,0.0001997077,0.05243245,0.004867381,0.0009706466,7.253125e-7,0.000006619432,0.00002991128,0.0000222464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4364927,"threshold_uncertainty_score":0.7177786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203309329134555,"score_gpt":0.3503533094160879,"score_spread":0.2300223765026324,"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."}}