{"id":"W1975539073","doi":"10.3816/clml.2011.n.005","title":"Efficacy and Safety of Pegylated Liposomal Doxorubicin in Combination With Bortezomib for Multiple Myeloma: Effects of Adverse Prognostic Factors on Outcome","year":2011,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Leukemia & Lymphoma Society of Canada","funders":"","keywords":"Bortezomib; Medicine; Multiple myeloma; Internal medicine; Regimen; Adverse effect; Oncology; Refractory (planetary science); Thalidomide; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005253667,0.0004296209,0.001338799,0.0003428441,0.00007776944,0.000005308894,0.0001906635,0.000369321,0.00001772773],"category_scores_gemma":[0.004440707,0.000311232,0.0002643015,0.0004038128,0.0005146549,0.0001277405,0.00009064866,0.0002591221,0.000009137316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003772759,"about_ca_system_score_gemma":0.0004703468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003091223,"about_ca_topic_score_gemma":0.00008016731,"domain_scores_codex":[0.9964906,0.0002405925,0.001491737,0.000689213,0.0005074461,0.0005804193],"domain_scores_gemma":[0.993456,0.004737094,0.0005166253,0.0005571416,0.000287857,0.0004452753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02642702,0.002834039,0.8940939,0.0007077264,0.0004019566,0.0002262702,0.0003668172,0.000003246756,0.001006268,0.0001944686,0.000010378,0.07372792],"study_design_scores_gemma":[0.06138486,0.01051178,0.9115741,0.0008135078,0.0002874024,0.00001957187,0.0000794613,0.0009114323,0.01409836,0.00004889019,0.00002512128,0.0002454846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953876,0.00008502495,0.00007800522,0.00003766473,0.0001361795,0.00387631,0.00004933303,0.00006303476,0.0002868194],"genre_scores_gemma":[0.9977863,0.00004508413,0.001648928,0.00004406425,0.000038939,0.0001291172,0.000156397,0.00006557361,0.00008559081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07348243,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915552958730707,"score_gpt":0.3304564149059167,"score_spread":0.2813008853186096,"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."}}