{"id":"W3169248934","doi":"10.1007/s11914-021-00686-8","title":"Potential Role of Perilacunar Remodeling in the Progression of Osteoporosis and Implications on Age-Related Decline in Fracture Resistance of Bone","year":2021,"lang":"en","type":"review","venue":"Current Osteoporosis Reports","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Osteoporosis; Bone remodeling; Osteocyte; Medicine; Internal medicine; Endocrinology; Physiology; Osteoblast; Biology","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":[0.002499083,0.0005755584,0.003628999,0.0008821089,0.000088148,0.00002341482,0.0002490286,0.0006765319,0.00004391524],"category_scores_gemma":[0.0009303488,0.0004047152,0.0006657199,0.001734847,0.0003456385,0.00008695907,0.0002397608,0.00151534,7.81215e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445443,"about_ca_system_score_gemma":0.001298674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260313,"about_ca_topic_score_gemma":0.0001515426,"domain_scores_codex":[0.9919642,0.0005891354,0.004546888,0.001006186,0.00132066,0.000572968],"domain_scores_gemma":[0.9942221,0.0003983839,0.003055024,0.001552334,0.0005421864,0.0002299375],"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":[0.0002497013,0.002367763,0.004259686,0.05139606,0.00007965045,0.000335846,0.001851013,0.00002069236,0.0005391894,0.00006965308,0.0004134958,0.9384173],"study_design_scores_gemma":[0.003433558,0.001420021,0.02714043,0.263725,0.002074841,0.001692277,0.002133131,0.00006148464,0.0007119938,0.0006460473,0.6958309,0.001130388],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03168054,0.9641913,0.000001997539,0.0004867572,0.0001748576,0.003117794,0.00008788391,0.00001551589,0.0002433977],"genre_scores_gemma":[0.1407319,0.8575544,0.0003136843,0.00003249061,0.00005557381,0.0002885651,0.00091811,0.00006731824,0.00003792401],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9372869,"threshold_uncertainty_score":0.9998405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212651559930363,"score_gpt":0.4005854887446171,"score_spread":0.3584589731453134,"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."}}