{"id":"W2913023200","doi":"10.1007/s10439-018-02188-8","title":"Elevated Microdamage Spatially Correlates with Stress in Metastatic Vertebrae","year":2019,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; University of Toronto; Sunnybrook Hospital","funders":"Canadian Institutes of Health Research","keywords":"Metastasis; von Mises yield criterion; Pathology; Stress (linguistics); Anatomy; Biomedical engineering; Displacement (psychology); Medicine; Materials science; Cancer; Internal medicine; Finite element method; Structural engineering","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":[0.0003203908,0.0001716535,0.0004436921,0.0003766543,0.000006130085,0.000008356077,0.0001175222,0.00004446463,0.0004576663],"category_scores_gemma":[0.0002091941,0.000138151,0.00006581993,0.0004965075,0.00005580082,0.00008120036,0.00004441081,0.0001818618,0.0000463213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001189457,"about_ca_system_score_gemma":0.00006987598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004484819,"about_ca_topic_score_gemma":0.000003203583,"domain_scores_codex":[0.9985687,0.00002254202,0.0003902557,0.0002258663,0.0004770231,0.0003155735],"domain_scores_gemma":[0.9992441,0.0001051998,0.00008095457,0.0002815634,0.00007040125,0.0002177595],"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":[0.006025471,0.01291447,0.262973,0.03604257,0.007152662,0.007776495,0.003779298,0.02785642,0.5654965,0.005938982,0.007586774,0.0564573],"study_design_scores_gemma":[0.02672393,0.005562203,0.3085312,0.01010115,0.001017612,0.00009846029,0.001149469,0.5519165,0.08497988,0.0002019983,0.007942247,0.001775261],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950957,0.0002528686,0.002762879,0.0009426542,0.00009803669,0.0004587761,0.00002534457,0.00005570602,0.0003080591],"genre_scores_gemma":[0.9962788,0.00004050851,0.003062599,0.0002840523,0.000016137,0.0000106125,0.0001003994,0.00002978256,0.0001770569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5240601,"threshold_uncertainty_score":0.5633635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534829780115818,"score_gpt":0.2611812285880687,"score_spread":0.2458329307869105,"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."}}