{"id":"W2091346949","doi":"10.1056/nejmct0805626","title":"Autologous Hematopoietic Stem-Cell Transplantation for Multiple Myeloma","year":2009,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Multiple myeloma; Melphalan; Hematopoietic stem cell transplantation; Transplantation; Autologous stem-cell transplantation; Stem cell; Chemotherapy; Oncology; Haematopoiesis; Internal medicine; Surgery","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":[0.0008521703,0.0004899191,0.00310418,0.0006090184,0.0000756869,0.00001467249,0.0002330402,0.0003001224,0.00009785084],"category_scores_gemma":[0.0002363971,0.0002788934,0.0006338605,0.0002485983,0.00008369416,0.00007109779,0.000009538559,0.0007002184,0.00001823892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766965,"about_ca_system_score_gemma":0.0009373752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002053883,"about_ca_topic_score_gemma":0.00001118925,"domain_scores_codex":[0.9968467,0.0002029095,0.001419061,0.0002888338,0.0007864897,0.0004559918],"domain_scores_gemma":[0.9964497,0.001261985,0.0009337774,0.0002927976,0.0002901822,0.0007715396],"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":[0.001116455,0.0001778599,0.00003529737,0.0154525,0.0004286051,0.001948018,0.0003285082,7.651399e-7,0.00001142353,0.00001125075,0.003750863,0.9767385],"study_design_scores_gemma":[0.06945813,0.005395149,0.0001218368,0.02672549,0.005112966,0.01548151,0.0000393177,0.00001585356,0.00002793377,0.00008156613,0.8773319,0.0002083215],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000220657,0.9948588,0.001597419,0.000805539,0.0004535962,0.001492642,0.00003583786,0.00002437678,0.0005111264],"genre_scores_gemma":[0.001471313,0.9915442,0.00147982,0.00009881739,0.003392407,0.00002040804,0.0002171087,0.00006193629,0.001713933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9765301,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583057812948265,"score_gpt":0.3589522255501487,"score_spread":0.3006464442553222,"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."}}