{"id":"W7048988305","doi":"","title":"New developments in the management of Waldenström macroglobulinemia","year":2017,"lang":"en","type":"review","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waldenstrom macroglobulinemia; Lymphoplasmacytic Lymphoma; Macroglobulinemia; Ibrutinib; Malignancy; Hematology; Tyrosine kinase","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":[0.0007724226,0.0003528994,0.000628728,0.001033984,0.0002148877,0.0007081301,0.0004836257,0.0005818456,0.001172847],"category_scores_gemma":[0.0008541368,0.00009705263,0.0003620815,0.0005785087,0.0003302985,0.001125675,0.0003864637,0.001718004,0.00038193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004634651,"about_ca_system_score_gemma":0.0005192467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004538225,"about_ca_topic_score_gemma":0.001397427,"domain_scores_codex":[0.9997692,0.00005375407,0.00004082193,0.0000294178,0.00007535928,0.00003150188],"domain_scores_gemma":[0.9996966,0.0001290562,0.0000560859,0.000006851657,0.00006837222,0.0000430156],"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":[0.0001893244,0.00009261916,0.0009806657,0.003868514,0.00007251924,0.001687858,0.0001346411,0.0005805865,0.002571004,0.002661817,0.01823613,0.9689242],"study_design_scores_gemma":[0.000155082,0.0008484842,0.004731034,0.004471204,0.0002759568,0.01771202,0.0004015994,0.0009219787,0.002124728,0.003841672,0.964464,0.00005223564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001757065,0.993,0.0004844149,0.00224918,0.0004204836,0.000008508604,0.0000123436,0.00002007527,0.002047898],"genre_scores_gemma":[0.01647365,0.9769385,0.001684137,0.001807369,0.002168047,0.00001752428,0.00006439217,0.000006742655,0.0008396517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001172847,"threshold_uncertainty_score":0.004085004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089141775777426,"score_gpt":0.3659801922967849,"score_spread":0.2570660147190422,"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."}}