{"id":"W3038249453","doi":"10.1177/1941874420937562","title":"Isolated Leptomeningeal Recurrence of Multiple Myeloma","year":2020,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Medicine; Multiple myeloma; Pathology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007126217,0.0001424261,0.0002518781,0.00003258224,0.00008213081,0.00001554639,0.0002100114,0.00003773009,0.0001196999],"category_scores_gemma":[0.0005138413,0.00009153716,0.0001064108,0.000328626,0.00017546,0.00005762735,0.0001019834,0.0002211678,0.0001172227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181525,"about_ca_system_score_gemma":0.00005335782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007744109,"about_ca_topic_score_gemma":0.000003122215,"domain_scores_codex":[0.9988202,0.00006666915,0.0002369704,0.0002475923,0.0003536697,0.000274895],"domain_scores_gemma":[0.9991099,0.0001382272,0.00008485805,0.0003225256,0.0000991433,0.0002453736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006602577,0.001060701,0.8062072,0.0005589235,0.0006296298,0.001109683,0.004833241,0.00002465108,0.09044517,0.0005318966,0.01400128,0.07399498],"study_design_scores_gemma":[0.007233929,0.005457819,0.9190467,0.0001332382,0.0001742571,0.000102423,0.0002578856,0.02311857,0.0367014,0.00007275397,0.007382653,0.0003183789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902154,0.0001874802,0.00009006638,0.006905443,0.0000873882,0.0005384251,0.00004329474,0.00007793839,0.001854547],"genre_scores_gemma":[0.9988732,0.00004467571,0.0001542852,0.0005902296,0.00009446266,0.00001927857,0.00003221994,0.00002257451,0.0001690819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1128394,"threshold_uncertainty_score":0.3732777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370787913495811,"score_gpt":0.2940474204202851,"score_spread":0.2569686290707041,"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."}}