{"id":"W2550255191","doi":"10.1182/blood.v112.11.5126.5126","title":"Monoclonal Proteins in Elderly Patients with Osteoporosis","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Bone health and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Leukemia & Lymphoma Society of Canada; University of British Columbia","funders":"","keywords":"Serum protein electrophoresis; Medicine; Osteoporosis; Multiple myeloma; Monoclonal gammopathy of undetermined significance; Bone disease; Internal medicine; Myeloma protein; Monoclonal; Immunology; Antibody; Monoclonal antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001862101,0.0001873887,0.0002810661,0.0008691687,0.0004874142,0.0002865469,0.0001344604,0.0002778076,0.002324779],"category_scores_gemma":[0.001148193,0.0001336209,0.0001635812,0.0009764052,0.0001770589,0.0002127964,0.0001906913,0.0003177659,0.0002506887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396754,"about_ca_system_score_gemma":0.0003158428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902089,"about_ca_topic_score_gemma":0.005266028,"domain_scores_codex":[0.9997767,0.00003121627,0.0000317254,0.00002961609,0.00007601982,0.00005478825],"domain_scores_gemma":[0.9993336,0.0001035927,0.0003177117,0.00001699381,0.0001071354,0.0001210057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003135703,0.00001919665,0.9942129,0.00001934291,0.000007952506,0.00249842,0.00007776282,0.000009819332,0.0002169863,0.0000109707,0.0003207015,0.002574596],"study_design_scores_gemma":[0.000007903559,0.0001333353,0.9715675,0.00006329493,0.00003393169,0.02606869,0.0004169867,0.0000865031,0.0001724423,0.00003264305,0.001412375,0.000004453871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944106,0.002533375,0.00008551058,0.0001598423,0.0000284641,0.00001893257,0.0002372095,0.000009737135,0.002516392],"genre_scores_gemma":[0.998784,0.0006746709,0.00007073352,0.0001277083,0.00003751835,0.000005942206,0.000140006,0.000001188756,0.0001582846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003902089,"threshold_uncertainty_score":0.007777214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136027174630574,"score_gpt":0.2340935266428744,"score_spread":0.220490809179817,"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."}}