{"id":"W4211204703","doi":"10.1002/9781119398929.ch7","title":"PLASMA CELL NEOPLASMS","year":2019,"lang":"en","type":"other","venue":"","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Multiple myeloma; Plasma Cell Myeloma; Bone marrow; Medicine; Plasma cell; Pathology; Biopsy; Bone pain; Plasma cell neoplasm; Hypercalcaemia; clone (Java method); Trephine; Plasmacytoma; Internal medicine; Biology; Calcium","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002469073,0.0004081676,0.0003891905,0.001666363,0.000796003,0.00119478,0.0004688875,0.0007518482,0.02223986],"category_scores_gemma":[0.001141352,0.0001471443,0.0003880857,0.001222079,0.0004776269,0.0005532788,0.0007855596,0.0007706471,0.01133662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389253,"about_ca_system_score_gemma":0.0007320337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039249,"about_ca_topic_score_gemma":0.002688704,"domain_scores_codex":[0.9997144,0.00002312625,0.00002282596,0.0000470579,0.0001004343,0.00009196292],"domain_scores_gemma":[0.9994447,0.00006485547,0.00008318369,0.0001143452,0.0001521128,0.0001408646],"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":[0.0007251549,0.000279276,0.06054001,0.001724667,0.000128981,0.1636768,0.0006522601,0.0006473416,0.02420213,0.02971609,0.1138709,0.6038364],"study_design_scores_gemma":[0.00004642601,0.00008184107,0.02595918,0.0006016421,0.00007233534,0.3736001,0.0002800732,0.0003217948,0.00749803,0.005153949,0.5863563,0.00002829186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1424927,0.0798998,0.01730657,0.002835556,0.001649953,0.0008595311,0.006733537,0.001887568,0.7463348],"genre_scores_gemma":[0.7022641,0.03566688,0.01358293,0.004462642,0.001405936,0.0003207324,0.00546846,0.0005770689,0.2362513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02223986,"threshold_uncertainty_score":0.07439977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847725702033875,"score_gpt":0.2869098953680951,"score_spread":0.2684326383477563,"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."}}