{"id":"W4412654434","doi":"10.1080/17460441.2025.2536045","title":"Cortical bone loss in osteoporosis: the rabbit as a platform for drug discovery and testing","year":2025,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Osteoporosis; Cortical bone; Medicine; Bone remodeling; Drug discovery; Neuroscience; Bioinformatics; Pathology; Internal medicine; Psychology; 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":[0.001404204,0.0008170945,0.002616536,0.000549097,0.0004353674,0.0003484104,0.0003866494,0.0004258427,0.00002139193],"category_scores_gemma":[0.002949762,0.0005096328,0.0006240882,0.0008560042,0.0003462667,0.0005510016,0.0004067307,0.001653629,0.00003275263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045776,"about_ca_system_score_gemma":0.00291728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004494388,"about_ca_topic_score_gemma":0.00008089682,"domain_scores_codex":[0.9949222,0.0002989693,0.001571079,0.001198546,0.000885234,0.001124007],"domain_scores_gemma":[0.9922485,0.005862152,0.000384571,0.0009925689,0.0001142307,0.000397968],"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":[0.001530463,0.0009772092,0.0002766851,0.05092757,0.0001882224,0.0001211859,0.001316301,0.000001299165,0.000005584104,0.003262426,0.0443149,0.8970782],"study_design_scores_gemma":[0.00266279,0.0004965783,0.0001983395,0.07334903,0.00009370737,0.0001797535,0.001189928,0.00004441419,0.00002389163,0.0002341883,0.9209192,0.0006082074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008526253,0.9875458,0.00001444308,0.003358219,0.001084956,0.005493446,0.0002199075,0.00006693046,0.001363695],"genre_scores_gemma":[0.0008759742,0.9865505,0.0000976145,0.002098984,0.0008774858,0.002514403,0.0005804326,0.0001189678,0.006285629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.89647,"threshold_uncertainty_score":0.9997355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06501704111436506,"score_gpt":0.4023339660246739,"score_spread":0.3373169249103088,"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."}}