{"id":"W4414287350","doi":"10.14740/wjon2611","title":"IgM Myeloma: A Comprehensive Overview and Practical Approach to Chemotherapeutic Management","year":2025,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Bone marrow; Hyperviscosity syndrome; Plasma cell; Clinical Practice; Monoclonal antibody; Hyperviscosity; Bortezomib","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":[0.0006019512,0.0008940336,0.0007410216,0.003012561,0.0004642305,0.00112146,0.0007374813,0.001217265,0.003110813],"category_scores_gemma":[0.001007905,0.0002326427,0.0006644482,0.001458527,0.0003593623,0.001444892,0.0009277256,0.002229767,0.001550447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009048088,"about_ca_system_score_gemma":0.001245021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008689062,"about_ca_topic_score_gemma":0.001805601,"domain_scores_codex":[0.9996635,0.00008109893,0.00007129439,0.00004348893,0.0001092039,0.00003153515],"domain_scores_gemma":[0.9996966,0.0000985707,0.00005598966,0.00001193664,0.00009063878,0.00004622128],"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":[0.0000876195,0.0001554279,0.00180522,0.00473916,0.0000944152,0.00194396,0.0001670928,0.0007904345,0.00160225,0.004511029,0.06202474,0.9220787],"study_design_scores_gemma":[0.00002346525,0.0002300835,0.004110111,0.00551541,0.0001795146,0.02214925,0.0002536068,0.0006037339,0.0006876719,0.006393812,0.9598017,0.00005164228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001342425,0.9787353,0.004122466,0.006362301,0.0009603719,0.00005403702,0.0001148327,0.0001234411,0.008184926],"genre_scores_gemma":[0.005780439,0.9822574,0.005562428,0.001802948,0.002492277,0.00005690998,0.0002693911,0.0000159144,0.001762332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003110813,"threshold_uncertainty_score":0.01040673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08202821175955467,"score_gpt":0.4244419834350345,"score_spread":0.3424137716754798,"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."}}