{"id":"W4386809200","doi":"","title":"New developments in the management of Waldenstr&ouml;m macroglobulinemia","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waldenstrom macroglobulinemia; Macroglobulinemia; Medicine; Immunology; Multiple myeloma","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":[0.001113651,0.0003824414,0.0007272139,0.001200527,0.00023263,0.0009108198,0.0005487184,0.0006773424,0.001304236],"category_scores_gemma":[0.0009704081,0.0001143418,0.0004353427,0.0006935578,0.0003987763,0.001440854,0.0004372921,0.001796757,0.0004296663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00053652,"about_ca_system_score_gemma":0.00065898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005404243,"about_ca_topic_score_gemma":0.00175738,"domain_scores_codex":[0.9996775,0.00008217101,0.00005723346,0.00003944067,0.0001022517,0.00004143091],"domain_scores_gemma":[0.9995727,0.0001875493,0.00007801185,0.00000992768,0.00009598998,0.00005572044],"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":[0.0001859838,0.000101661,0.0008839538,0.003823743,0.00006449661,0.001325018,0.0001512594,0.000483161,0.002138414,0.002656008,0.01460243,0.9735839],"study_design_scores_gemma":[0.0001621225,0.001002949,0.004890831,0.00484936,0.0002701716,0.01231899,0.0005078624,0.0007583426,0.001677931,0.00419056,0.9693105,0.00006049082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0013328,0.9938862,0.0003871373,0.002359386,0.0004108232,0.000007282518,0.00001009217,0.00001554274,0.001590846],"genre_scores_gemma":[0.01249857,0.9809284,0.001605548,0.001761986,0.00246354,0.00001500184,0.00004734356,0.000005622351,0.0006740635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001304236,"threshold_uncertainty_score":0.005889654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3067864306789438,"score_gpt":0.6021188948295869,"score_spread":0.2953324641506431,"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."}}