{"id":"W4388833789","doi":"10.1097/01.cot.0000996488.11406.21","title":"Immunoglobulin May Prevent Infections in Patients With Multiple Myeloma","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Antibody; Immunology; Medicine; Immunoglobulin G","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00080859,0.0001138952,0.0002784092,0.0002837067,0.0003082952,0.0005680231,0.0001827977,0.0005245256,0.001676612],"category_scores_gemma":[0.002334682,0.0001134354,0.0005338386,0.0006174913,0.0001769649,0.0003243524,0.0002073235,0.0006859475,0.000188063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005093259,"about_ca_system_score_gemma":0.000535013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162467,"about_ca_topic_score_gemma":0.002192419,"domain_scores_codex":[0.9995897,0.0001268215,0.00004345845,0.00004699373,0.0001043823,0.0000886286],"domain_scores_gemma":[0.9989626,0.0002522967,0.0004610499,0.00004083855,0.0001214662,0.0001616734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0028808,0.0005484037,0.8818468,0.0003145756,0.0002887595,0.0009177729,0.0002430673,0.0001296278,0.002080272,0.0003586969,0.005484641,0.1049065],"study_design_scores_gemma":[0.0005392384,0.003950525,0.9725979,0.0002098811,0.0004230743,0.002914194,0.0003179099,0.0003184794,0.001560436,0.0005873239,0.016559,0.0000219781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582157,0.0274276,0.0004765617,0.005843366,0.0002343985,0.0001360266,0.0004625036,0.0000428145,0.007161101],"genre_scores_gemma":[0.9943943,0.002554541,0.0002720215,0.001717892,0.0002165588,0.00003305532,0.0001833646,0.000003113246,0.0006251188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676612,"threshold_uncertainty_score":0.005608857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652046280345482,"score_gpt":0.3171043257003723,"score_spread":0.3005838628969175,"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."}}