{"id":"W2624034585","doi":"10.1016/j.cancergen.2017.04.020","title":"Development of Consensus Recommendations for Genomic Testing of Plasma Cell Neoplasms for Diagnosis and Prognosis","year":2017,"lang":"en","type":"article","venue":"Cancer Genetics","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"KRAS; Multiple myeloma; Plasma cell neoplasm; Plasma cell; Neuroblastoma RAS viral oncogene homolog; Biology; Plasma cell leukemia; Computational biology; Genetics; Bioinformatics; Cancer research; Oncology; Medicine; Mutation; Gene; Immunology; Plasmacytoma","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":[0.1306264,0.002577782,0.005503777,0.01321398,0.004740075,0.009151177,0.01688391,0.02637891,0.008405701],"category_scores_gemma":[0.2712913,0.00225844,0.009227361,0.005885977,0.005411128,0.006923748,0.009837652,0.02876838,0.005485891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009760348,"about_ca_system_score_gemma":0.04425479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02767606,"about_ca_topic_score_gemma":0.02364231,"domain_scores_codex":[0.9127934,0.03930466,0.0216805,0.00585853,0.0161096,0.004253243],"domain_scores_gemma":[0.6335704,0.1687668,0.01934097,0.009805997,0.1522675,0.0162483],"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":[0.0005429656,0.0006348166,0.0141334,0.01015459,0.001561876,0.001767819,0.00288082,0.008116161,0.001918121,0.0450457,0.5188736,0.3943701],"study_design_scores_gemma":[0.001481158,0.0005799782,0.01860294,0.09368742,0.004106258,0.002679963,0.006087958,0.01301721,0.003564941,0.1474909,0.7078696,0.0008315739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004946017,0.06910931,0.1335726,0.7270466,0.02018474,0.002818315,0.003452056,0.001849239,0.03702114],"genre_scores_gemma":[0.07139563,0.04269028,0.6063965,0.2420307,0.01180157,0.00681938,0.008709071,0.0008329983,0.009323904],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1306264,"threshold_uncertainty_score":0.6908264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.170642841228414,"score_gpt":0.3870291895601318,"score_spread":0.2163863483317178,"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."}}