{"id":"W2317757653","doi":"10.1097/01.cot.0000446194.82745.c5","title":"Multiple Myeloma","year":2014,"lang":"en","type":"article","venue":"Oncology Times","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thalidomide; Bortezomib; Medicine; Lenalidomide; Multiple myeloma; Melphalan; Oncology; Bendamustine; Internal medicine; Carfilzomib; Pharmacology; Lymphoma; Rituximab","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001643052,0.00009980587,0.000253782,0.00007981609,0.00007362146,0.000006514389,0.00006614721,0.0001112638,0.00128837],"category_scores_gemma":[0.0004384727,0.00007502907,0.00006972891,0.00007924771,0.0001014519,0.00003361918,0.00004362934,0.0001350804,0.0020671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009546552,"about_ca_system_score_gemma":0.0001086771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003911712,"about_ca_topic_score_gemma":0.00002828475,"domain_scores_codex":[0.9991357,0.00008373732,0.0001256648,0.0002008292,0.0001515809,0.0003024923],"domain_scores_gemma":[0.9991469,0.0002944137,0.00003237639,0.0002438617,0.00005798891,0.0002244033],"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":[0.0008412845,0.0008683167,0.3771579,0.00004341368,0.0002674118,0.0003433436,0.000142783,0.000002108178,0.007191903,0.001268536,0.05685883,0.5550142],"study_design_scores_gemma":[0.006273163,0.001847763,0.3353035,0.00001934882,0.00005549015,0.0001681506,0.00003412241,0.002875796,0.005126209,0.0002974736,0.6478918,0.0001071612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4428529,0.0001792044,0.0002927216,0.004388285,0.0001686304,0.0004276142,0.000006025263,0.0001627005,0.5515219],"genre_scores_gemma":[0.9641773,0.00001928825,0.004945987,0.0005920767,0.000188035,0.00004423581,0.0000405288,0.00001542193,0.02997711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.591033,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555260835734464,"score_gpt":0.3352360972157081,"score_spread":0.3096834888583634,"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."}}