{"id":"W2039735377","doi":"10.1002/ajh.22090","title":"Myeloma ASH 2010 highlights","year":2011,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001284413,0.001016503,0.000658437,0.0008094743,0.001186112,0.003838911,0.001190591,0.004530831,0.09581074],"category_scores_gemma":[0.002332104,0.0002897401,0.0008803366,0.0007471,0.0003507797,0.001713798,0.001545359,0.004136941,0.04987178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272309,"about_ca_system_score_gemma":0.003661866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265233,"about_ca_topic_score_gemma":0.006459244,"domain_scores_codex":[0.9991067,0.0001020617,0.00007222351,0.0001362222,0.000439279,0.0001435742],"domain_scores_gemma":[0.9977638,0.0001781684,0.0001022309,0.00005752489,0.001001888,0.0008965086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003843698,0.00001757321,0.000103786,0.0001743018,0.000005937255,0.0001213078,0.000005426645,0.00002157331,0.0001214681,0.0004526826,0.9596165,0.03932096],"study_design_scores_gemma":[0.00001633727,0.00001665377,0.0004753031,0.0001487793,0.000006758122,0.0003202297,0.00001678762,0.00001626929,0.00009299338,0.0002521372,0.998634,0.000003706459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.002023063,0.1058902,0.0007270163,0.2917973,0.3875814,0.0002360551,0.003494981,0.0004710104,0.207779],"genre_scores_gemma":[0.01438632,0.1189256,0.001390135,0.1570489,0.3161549,0.0002355076,0.006869765,0.0002963503,0.3846925],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09581074,"threshold_uncertainty_score":0.3205189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226952994917358,"score_gpt":0.3028167064324466,"score_spread":0.270547176483273,"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."}}