{"id":"W2486629951","doi":"10.1016/s1470-2045(16)30206-6","title":"International Myeloma Working Group consensus criteria for response and minimal residual disease assessment in multiple myeloma","year":2016,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2995,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Multiple myeloma; Minimal residual disease; Medicine; Bone marrow; Myeloma protein; Clinical trial; Disease; Oncology; Monoclonal; Internal medicine; Monoclonal antibody; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02035962,0.001671835,0.008345437,0.005463595,0.0008364171,0.003302782,0.004407658,0.002701049,0.003527327],"category_scores_gemma":[0.0311626,0.0007031651,0.006637072,0.003992476,0.001730304,0.001842911,0.002407068,0.004147543,0.001278413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004842759,"about_ca_system_score_gemma":0.01080067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008423733,"about_ca_topic_score_gemma":0.01306157,"domain_scores_codex":[0.9893876,0.003857712,0.003528046,0.0004765324,0.002374928,0.0003751316],"domain_scores_gemma":[0.981818,0.01140189,0.00289162,0.0003034743,0.003216306,0.0003687209],"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":[0.001108975,0.000134728,0.004589734,0.1269219,0.003562734,0.0002381485,0.0004197025,0.00108509,0.0007080137,0.007693138,0.1016684,0.7518695],"study_design_scores_gemma":[0.002085608,0.0006830731,0.02539524,0.2171715,0.01410533,0.002368834,0.0006840591,0.001770611,0.001299681,0.01882618,0.715267,0.0003427727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005837761,0.9829705,0.002838294,0.006184016,0.001356168,0.001054248,0.0009768977,0.00007742318,0.003958716],"genre_scores_gemma":[0.02745804,0.9124593,0.03521663,0.01091144,0.002228097,0.004419878,0.00461038,0.00007560513,0.002620622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02035962,"threshold_uncertainty_score":0.1076732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1849845355372984,"score_gpt":0.4731506599377273,"score_spread":0.2881661244004289,"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."}}