{"id":"W3108677307","doi":"10.3899/jrheum.200951","title":"Metaanalysis Reveals Genetic Correlates of Osteoporosis Pathogenesis","year":2020,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Cancer Institute","keywords":"Medicine; Osteoporosis; Wnt signaling pathway; Bioinformatics; Signal transduction; Internal medicine; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018749,0.001924664,0.007441488,0.003950892,0.0007225919,0.002601129,0.001849706,0.001639543,0.003350592],"category_scores_gemma":[0.02824637,0.001004273,0.03193657,0.005364207,0.0006170021,0.001044504,0.001466403,0.001778572,0.0002583653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008747973,"about_ca_system_score_gemma":0.001288837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004421192,"about_ca_topic_score_gemma":0.005530062,"domain_scores_codex":[0.9796131,0.01241203,0.002497861,0.00332119,0.001461274,0.00069453],"domain_scores_gemma":[0.9703441,0.02256456,0.002648112,0.003213878,0.0008393471,0.000389992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004805702,0.00003077864,0.153903,0.009407297,0.8143528,0.0004056008,0.00005968599,0.002643788,0.0008650462,0.0005463742,0.002010935,0.01096904],"study_design_scores_gemma":[0.001026258,0.0005328798,0.1169839,0.001657672,0.8679601,0.0004762957,0.0001024057,0.003977816,0.0006195435,0.002841387,0.003768418,0.00005329354],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2075035,0.7613278,0.01607443,0.003265274,0.001132919,0.0002329682,0.00756162,0.0004738025,0.002427687],"genre_scores_gemma":[0.9548035,0.03742946,0.003537233,0.0009950284,0.0003736495,0.0002396245,0.002004445,0.0001101513,0.0005069957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.018749,"threshold_uncertainty_score":0.09915537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095952762173404,"score_gpt":0.2665717792645131,"score_spread":0.2456122516427791,"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."}}