{"id":"W4379280656","doi":"10.1200/jco.2023.41.16_suppl.e18827","title":"Treatment patterns of triple-class refractory (TCR) multiple myeloma (MM) across the United States (US), Canada, and western Europe: A real-world observational chart review study.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Internal medicine; Refractory (planetary science); Pediatrics","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":[0.001161671,0.0002667761,0.0004147014,0.002463553,0.0009678219,0.001253956,0.0006582886,0.0003521792,0.001187758],"category_scores_gemma":[0.004218471,0.0002978568,0.0003719906,0.00744059,0.0005811966,0.0006205636,0.0008007331,0.0003792311,0.0001533548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005435853,"about_ca_system_score_gemma":0.007123637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5883838,"about_ca_topic_score_gemma":0.6488116,"domain_scores_codex":[0.9983159,0.0002878997,0.0002947743,0.0003843924,0.0004563186,0.0002607236],"domain_scores_gemma":[0.9912948,0.0009680899,0.00507559,0.0002768806,0.001591527,0.0007931918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004153217,0.00001644768,0.9978751,0.00003649182,0.00003253872,0.00009226309,0.0002428679,0.00002115441,0.00003973878,0.00001692032,0.0004486219,0.001136262],"study_design_scores_gemma":[0.000008002236,0.000030535,0.9975148,0.00004709374,0.0000291914,0.0002588649,0.001133734,0.0001216336,0.00004499634,0.0000075388,0.0007959246,0.000007731493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892106,0.001585178,0.0001328754,0.0001587062,0.000007707075,0.0001357128,0.007651801,0.00001259635,0.001104879],"genre_scores_gemma":[0.9958651,0.0007962437,0.0002197068,0.0001184793,0.00000695228,0.00005080107,0.002813113,0.000004294416,0.0001252195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4116162,"threshold_uncertainty_score":0.8280806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2532480230295548,"score_gpt":0.4954307512054049,"score_spread":0.24218272817585,"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."}}