{"id":"W2905416479","doi":"10.1002/hsr2.104","title":"Bortezomib retreatment for relapsed and refractory multiple myeloma in real‐world clinical practice","year":2018,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Takeda Oncology","keywords":"Bortezomib; Medicine; Multiple myeloma; Discontinuation; Refractory (planetary science); Internal medicine; Adverse effect; Dexamethasone; Lenalidomide; Surgery; Observational study; Prospective cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005944645,0.0001828931,0.0005046079,0.0004042202,0.00044555,0.0000461658,0.00008232672,0.00008147893,0.00001976557],"category_scores_gemma":[0.005678712,0.0001421584,0.00006976577,0.0008210583,0.0008542985,0.0003943671,0.00008772232,0.0002577105,0.00001218424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007456776,"about_ca_system_score_gemma":0.003012001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185758,"about_ca_topic_score_gemma":0.001710375,"domain_scores_codex":[0.9961008,0.00008923474,0.001099561,0.0009790014,0.0008326459,0.0008986978],"domain_scores_gemma":[0.9965513,0.0006073679,0.0005347927,0.0007467266,0.0005111435,0.001048671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001044392,0.0008364125,0.9088954,0.00009082848,0.00002522747,0.001070763,0.0002563371,1.282799e-7,0.0001843648,0.00006398577,0.001571807,0.0859603],"study_design_scores_gemma":[0.00309384,0.003142342,0.9499943,0.0001912155,0.00002085686,0.0006924266,0.0001512717,0.0007223362,0.0003190395,0.00008667909,0.04146918,0.0001165775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837281,0.000477318,0.00005642695,0.00510747,0.0006092526,0.002934155,0.000006696769,0.00007987423,0.007000722],"genre_scores_gemma":[0.968204,0.00089494,0.02855895,0.0009699911,0.0002546288,0.0001462466,0.00001969674,0.00002068868,0.0009308606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08584372,"threshold_uncertainty_score":0.6798359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149747009933795,"score_gpt":0.4948636398393963,"score_spread":0.3798889388460168,"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."}}