{"id":"W3118975513","doi":"10.1007/s11914-020-00653-9","title":"Therapies for Preventing Bone Loss with Glucocorticoid Treatment","year":2021,"lang":"en","type":"review","venue":"Current Osteoporosis Reports","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Glucocorticoid; Medicine; Orthopedic surgery; Bone Density Conservation Agents; Intensive care medicine; Osteoporosis; Internal medicine; Surgery; Bone density","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":[0.000752181,0.001114583,0.005121747,0.0004142509,0.000275632,0.0001512537,0.0001322461,0.0004716166,0.0002318337],"category_scores_gemma":[0.0002819278,0.0007374131,0.001818529,0.0007330799,0.0001517382,0.0001202537,0.0001248962,0.0006812602,0.00003861075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008926098,"about_ca_system_score_gemma":0.005137261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003273744,"about_ca_topic_score_gemma":0.0000273481,"domain_scores_codex":[0.9932724,0.0002092185,0.002429332,0.001726637,0.001059631,0.00130275],"domain_scores_gemma":[0.9947163,0.0004040723,0.001757668,0.001784678,0.0006352223,0.000702098],"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":[0.00006823742,0.0009705452,0.0008298649,0.06685778,0.0005675748,0.0009569647,0.0001627102,1.992286e-7,0.000002439276,0.0000110636,0.0009729423,0.9285997],"study_design_scores_gemma":[0.001339577,0.001533334,0.00006450934,0.04359223,0.003398409,0.005526848,0.0001087648,0.00000194191,0.00003287852,0.00000666112,0.9437574,0.0006374216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007012954,0.9870628,0.0000280911,0.000124583,0.001252218,0.01033934,0.0001032646,0.0001415142,0.0002469452],"genre_scores_gemma":[0.0001043227,0.9861448,0.0007835025,0.00003688033,0.000690383,0.00471185,0.003044036,0.0002727896,0.004211484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9427845,"threshold_uncertainty_score":0.9995077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09844631997647546,"score_gpt":0.4228247085071829,"score_spread":0.3243783885307074,"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."}}