{"id":"W4367853972","doi":"10.3390/curroncol30050348","title":"Identification and Targeting of Mutant Neoantigens in Multiple Myeloma Treatment","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple myeloma; Bone marrow; Immune system; Immunosuppression; Antibody; Cancer research; Immunology","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":[0.0003846762,0.0004543478,0.0007828895,0.001639882,0.0001558772,0.000491656,0.0005113325,0.0007643073,0.001705931],"category_scores_gemma":[0.0004181245,0.000191372,0.0004882723,0.001320516,0.0002411737,0.0006841659,0.0003997758,0.001177588,0.0008312529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650869,"about_ca_system_score_gemma":0.0005940982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006423827,"about_ca_topic_score_gemma":0.001179037,"domain_scores_codex":[0.9998631,0.00002971518,0.00001920847,0.00002089407,0.00005227874,0.00001475109],"domain_scores_gemma":[0.99989,0.00004914095,0.00001703575,0.000003916422,0.00003099517,0.000008921521],"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":[0.0001076727,0.00008668317,0.0001922334,0.02660605,0.0001158617,0.0002922546,0.00007722498,0.0006136346,0.005276029,0.003465225,0.02233138,0.9408357],"study_design_scores_gemma":[0.00002395727,0.000156327,0.0008771913,0.004471692,0.0001628589,0.001815238,0.00003813668,0.000127943,0.001830921,0.001080095,0.9893999,0.00001593787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002262854,0.9987356,0.0001008069,0.0001460289,0.0001326327,0.000004816642,0.00001247476,0.000004887111,0.0006365117],"genre_scores_gemma":[0.001036344,0.9982668,0.0001340159,0.0001381704,0.00006446442,0.000005645375,0.00002141802,0.000001136336,0.0003319099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001705931,"threshold_uncertainty_score":0.005706966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3033825310285444,"score_gpt":0.495423343918199,"score_spread":0.1920408128896546,"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."}}