{"id":"W2563435628","doi":"10.1093/ajcp/138.suppl2.107","title":"Plasma Cell Enrichment in the Detection of Genetic Abnormalities in Plasma Cell Myeloma by Fluorescence In Situ Hybridization: A Single-Center Experience","year":2012,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluorescence in situ hybridization; Plasma Cell Myeloma; Plasma cell; Multiple myeloma; In situ; In situ hybridization; Cell; Fluorescence; Pathology; Molecular biology; Biology; Medicine; Chemistry; Genetics; Immunology; Gene; Chromosome; Gene expression; Physics","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":[0.004305874,0.0009108997,0.0006201072,0.001013603,0.0007682812,0.000713072,0.000866513,0.0007863314,0.001475477],"category_scores_gemma":[0.002594511,0.0003998223,0.0006820756,0.0005819995,0.0007505704,0.000644828,0.001111729,0.001070101,0.001125771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007664546,"about_ca_system_score_gemma":0.0007637172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137363,"about_ca_topic_score_gemma":0.00231161,"domain_scores_codex":[0.997444,0.001001341,0.0001785395,0.000671329,0.0004744678,0.0002302563],"domain_scores_gemma":[0.9985214,0.0003864969,0.0001065295,0.0003172964,0.0003234086,0.0003448525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003885872,0.006455229,0.1954934,0.0005368684,0.0003604491,0.02116124,0.006196438,0.003755596,0.2197288,0.0004611943,0.001851127,0.5401139],"study_design_scores_gemma":[0.0008089676,0.04046028,0.4241619,0.0003677253,0.001137382,0.160592,0.004855917,0.01383137,0.3193194,0.001343093,0.0326973,0.0004246044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590202,0.003352304,0.03279423,0.0003584591,0.00005615841,0.0005531823,0.00007239353,0.0003471997,0.003445929],"genre_scores_gemma":[0.9702606,0.0024126,0.02525845,0.0003280728,0.00009036475,0.0001476236,0.0001624344,0.0001543399,0.001185564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004305874,"threshold_uncertainty_score":0.02277189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782819384057896,"score_gpt":0.3432060913923016,"score_spread":0.3053778975517227,"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."}}