{"id":"W2540991648","doi":"10.1007/978-3-319-42615-0_6","title":"Plasmacytoma and Multiple Myeloma","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Multiple myeloma; Plasmacytoma; Medicine; Internal medicine","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":[0.0002334452,0.0006261685,0.0003762048,0.001272389,0.0007105437,0.001733052,0.0004834491,0.001089748,0.02944944],"category_scores_gemma":[0.0004781072,0.0001957316,0.0002729867,0.001243082,0.0009075428,0.001843058,0.001213211,0.002098119,0.01041107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310489,"about_ca_system_score_gemma":0.001207783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901821,"about_ca_topic_score_gemma":0.005462895,"domain_scores_codex":[0.9998735,0.00002794516,0.000005287493,0.0000142988,0.00006637447,0.00001253184],"domain_scores_gemma":[0.9998895,0.00005737146,0.000006818825,0.000006623753,0.00002341622,0.00001639126],"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":[0.00002440156,0.00005829596,0.00007950935,0.0004787507,0.000006626288,0.0002000602,0.0004041374,0.0003825185,0.0005911172,0.1367326,0.5887199,0.2723221],"study_design_scores_gemma":[0.000002031082,0.000004813749,0.00006247031,0.0001556609,0.000001563454,0.0001945559,0.00003751793,0.00002797989,0.00004808759,0.01487511,0.9845879,0.00000231563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007097331,0.2653623,0.002324204,0.008231184,0.009397273,0.00003807569,0.0001351942,0.00009786897,0.7137042],"genre_scores_gemma":[0.005773376,0.1332153,0.002070166,0.005223354,0.004212883,0.00005644648,0.0001438072,0.00009237833,0.8492123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02944944,"threshold_uncertainty_score":0.09851819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244354598608889,"score_gpt":0.284560259734785,"score_spread":0.2521167137486962,"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."}}