{"id":"W3093266468","doi":"10.1007/s11914-020-00633-z","title":"Biomechanical Properties of Metastatically Involved Osteolytic Bone","year":2020,"lang":"en","type":"review","venue":"Current Osteoporosis Reports","topic":"Bone health and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Bone remodeling; Soft tissue; Medicine; Bone tissue; Biomechanics; Bone mineral; Metastasis; Bone metastasis; Bone cancer; Osteosarcoma; Osteolysis; Bone disease; Cancer; Pathology; Osteoporosis; Anatomy; Dentistry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003839077,0.0007800492,0.005018242,0.000329899,0.00006895249,0.00002447576,0.0001204763,0.0003520196,0.0001230482],"category_scores_gemma":[0.0006316441,0.0005245814,0.00124124,0.000708459,0.0001673903,0.00007225732,0.0001999734,0.000661113,0.0001175527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642147,"about_ca_system_score_gemma":0.002330171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003477169,"about_ca_topic_score_gemma":0.000006318602,"domain_scores_codex":[0.9942315,0.0001715309,0.003126674,0.0009926187,0.0009064784,0.000571152],"domain_scores_gemma":[0.9959357,0.00007565338,0.00183882,0.001020243,0.000265206,0.0008643849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004887279,0.0007580786,0.00004702584,0.0927304,0.0004632827,0.001205328,0.00006786605,5.583428e-9,0.00001722187,0.00001686917,0.0005637438,0.9040813],"study_design_scores_gemma":[0.0006179654,0.0006238878,0.000004659721,0.03882741,0.007255654,0.001705583,0.0000183842,0.000003912382,0.0001771255,0.00002828886,0.9503486,0.0003884927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000145736,0.9949966,0.000009686619,0.0001274078,0.001139662,0.003251668,0.00008138672,0.0001264383,0.000121434],"genre_scores_gemma":[0.00155592,0.9962574,0.0004203094,0.00004925724,0.00009929069,0.0006972601,0.0006394236,0.0001276837,0.0001534059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9497849,"threshold_uncertainty_score":0.9997206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250872586047663,"score_gpt":0.3690433993138377,"score_spread":0.2439561407090714,"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."}}