{"id":"W2295624617","doi":"10.1002/ajh.24351","title":"Central nervous system involvement by multiple myeloma: A multi‐institutional retrospective study of 172 patients in daily clinical practice","year":2016,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"National Cancer Institute","keywords":"Multiple myeloma; Medicine; Retrospective cohort study; Central nervous system; Clinical Practice; Intensive care medicine; Oncology; Internal medicine; Family medicine","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":[0.0006775583,0.0003255556,0.0004684603,0.0009636708,0.0006707093,0.0007715403,0.0004033175,0.0004632538,0.001339295],"category_scores_gemma":[0.001833144,0.0005649964,0.0002241258,0.001991297,0.0005028663,0.0006809501,0.0006852641,0.0003982852,0.0003427156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005367548,"about_ca_system_score_gemma":0.0005092463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005079707,"about_ca_topic_score_gemma":0.004949838,"domain_scores_codex":[0.9993849,0.0001572148,0.00007786,0.0001676503,0.0001114331,0.0001008793],"domain_scores_gemma":[0.9980149,0.0003486514,0.0009347015,0.0001281936,0.0001957771,0.0003777926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004545521,0.00003368644,0.9984029,0.00001089404,0.00001336313,0.0002732811,0.0001641552,0.00001386673,0.0001233314,0.000005756615,0.00007067808,0.0008426498],"study_design_scores_gemma":[0.00002460789,0.000391598,0.9956993,0.00001615604,0.00002406498,0.002364778,0.000797209,0.0001108099,0.00007410331,0.00001313488,0.0004769621,0.000007452859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994302,0.0002171503,0.00004163662,0.00001836683,0.00000210792,0.0000119486,0.0001222574,0.000002747323,0.0001535046],"genre_scores_gemma":[0.9993964,0.0001589895,0.00007488189,0.00004386761,0.00001059649,0.00002044581,0.0002287322,0.000001852798,0.00006425966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005079707,"threshold_uncertainty_score":0.01010031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555799798306553,"score_gpt":0.3449735239218295,"score_spread":0.319415525938764,"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."}}